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

1,507

模型数量

376

数据版本

2026年07月16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 5Anthropic1,507+/-78,819AnthropicProprietary
AnthropicClaude Opus 4.6 (thinking)Anthropic1,504+/-461,003AnthropicProprietary
AnthropicOpus 4.7 (thinking)Anthropic1,503+/-448,292AnthropicProprietary
4AnthropicClaude Opus 4.6Anthropic1,498+/-464,747AnthropicProprietary
5AnthropicOpus 4.7Anthropic1,494+/-449,467AnthropicProprietary
6Muse Spark 1.1Facebook AI研究实验室1,493+/-85,729Facebook AI研究实验室Proprietary
7Muse SparkFacebook AI研究实验室1,487+/-613,572Facebook AI研究实验室Proprietary
8Google Deep MindGemini 3 ProGoogle Deep Mind1,486+/-441,290Google Deep MindProprietary
9Moonshot AIKimi K3Moonshot AI1,486+/-113,024Moonshot AIProprietary
10OpenAIgpt-5.6-sol-xhighOpenAI1,486+/-94,095OpenAIProprietary
11Google Deep MindGemini 3.1 Pro PreviewGoogle Deep Mind1,485+/-481,473Google Deep MindProprietary
12AnthropicClaude Opus 4.8 (thinking)Anthropic1,483+/-528,685AnthropicProprietary
13OpenAIGPT-5.5 (high)OpenAI1,482+/-443,492OpenAIProprietary
14OpenAIGPT-5.4 (high)OpenAI1,478+/-456,693OpenAIProprietary
15Googlegemini-3.5-flash-highGoogle1,476+/-710,104GoogleProprietary
16OpenAIGPT-5.2 Chat (0210)OpenAI1,476+/-434,450OpenAIProprietary
17AnthropicClaude Opus 4.8Anthropic1,476+/-529,233AnthropicProprietary
18Qwen3.7-Max-Preview阿里巴巴1,475+/-103,717阿里巴巴Proprietary
19OpenAIGPT-5.5OpenAI1,475+/-444,872OpenAIProprietary
20xAIGrok 4.20 BetaxAI1,474+/-526,858xAIProprietary
21Googlegemini-3.5-flash-mediumGoogle1,474+/-611,660GoogleProprietary
22Google Deep MindGemini 3.0 FlashGoogle Deep Mind1,473+/-430,698Google Deep MindProprietary
23OpenAIGPT-5.5 InstantOpenAI1,473+/-526,098OpenAIProprietary
24xAIgrok-4.20-beta-0309-reasoningxAI1,473+/-458,000xAIProprietary
25AnthropicClaude Opus 4 (thinking-32k)Anthropic1,473+/-437,059AnthropicProprietary
26AnthropicClaude Sonnet 4.6Anthropic1,471+/-454,975AnthropicProprietary
27GLM 5.1智谱AI1,471+/-528,606智谱AIMIT
28xAIgrok-4.20-multi-agent-beta-0309xAI1,470+/-456,783xAIProprietary
29AnthropicClaude Opus 4Anthropic1,469+/-371,010AnthropicProprietary
30GLM-5.2 (max)智谱AI1,468+/-615,642智谱AIMIT
31ERNIE-5.1-Preview百度1,468+/-537,465百度Proprietary
32OpenAIGPT-5.4OpenAI1,466+/-459,508OpenAIProprietary
33xAIGrok 4.1 ThinkingxAI1,466+/-365,514xAIProprietary
34xAIGrok 4.5xAI1,465+/-85,493xAIProprietary
35mimo-v2.5-proXiaomi1,465+/-540,113XiaomiMIT
36Qwen3.5 Max Preview阿里巴巴1,465+/-521,501阿里巴巴Proprietary
37Moonshot AIKimi K2.6Moonshot AI1,461+/-537,507Moonshot AIModified MIT
38AnthropicClaude Sonnet 4.5 (high)Anthropic1,461+/-711,167AnthropicProprietary
39Qwen3.7-Plus阿里巴巴1,460+/-620,223阿里巴巴Proprietary
40Qwen3.6-Max-Preview阿里巴巴1,460+/-85,206阿里巴巴Proprietary
41xAIGrok 4.1xAI1,459+/-367,629xAIProprietary
42Google Deep MindGemini 3.0 Flash (minimal)Google Deep Mind1,459+/-382,077Google Deep MindProprietary
43DeepSeek-AIDeepSeek-V4-ProDeepSeek-AI1,458+/-443,082DeepSeek-AIMIT
44GLM-5智谱AI1,457+/-427,814智谱AIMIT
45DeepSeek-AIDeepSeek-V4-Pro (thinking)DeepSeek-AI1,456+/-540,996DeepSeek-AIMIT
46AnthropicClaude Sonnet 4.5 (thinking-32k)Anthropic1,456+/-382,363AnthropicProprietary
47DOLA Seed 2.0 Pro字节跳动Seed团队1,456+/-465,633字节跳动Seed团队Proprietary
48AnthropicClaude Sonnet 4.5Anthropic1,455+/-380,758AnthropicProprietary
49OpenAIGPT-5.1 Pro (high)OpenAI1,455+/-440,789OpenAIProprietary
50DeepMindGemma 4 31BDeepMind1,451+/-85,879DeepMindApache 2.0
51OpenAIGPT-5.4 mini (high)OpenAI1,450+/-455,447OpenAIProprietary
52Moonshot AIKimi K2 ThinkingMoonshot AI1,450+/-460,841Moonshot AIModified MIT
53AnthropicOpus 4.1 (thinking-16k)Anthropic1,449+/-349,766AnthropicProprietary
54OpenAIGPT-5.3 ChatOpenAI1,449+/-433,023OpenAIProprietary
55ERNIE 5.0 Preview (1203)百度1,449+/-79,738百度Proprietary
56mimo-v2-proXiaomi1,448+/-524,526XiaomiProprietary
57ERNIE 5.0 (0110)百度1,447+/-435,256百度Proprietary
58AnthropicOpus 4.1Anthropic1,447+/-377,253AnthropicProprietary
59Google Deep MindGemini 2.5 ProGoogle Deep Mind1,446+/-2124,422Google Deep MindProprietary
60MiniMaxAIMiniMax M3MiniMaxAI1,445+/-525,824MiniMaxAIMiniMax Community License
61OpenAIGPT-4.5OpenAI1,445+/-614,547OpenAIProprietary
62Qwen 3.6 Plus Preview阿里巴巴1,443+/-441,988阿里巴巴Proprietary
63OpenAIGPT-4o(2025-03-27)OpenAI1,443+/-382,401OpenAIProprietary
64xAIGrok 4.3 BetaxAI1,442+/-444,059xAIProprietary
65GLM-4.7智谱AI1,442+/-612,098智谱AIMIT
66Qwen3.5-397B-A17B阿里巴巴1,442+/-456,154阿里巴巴Apache 2.0
67InklingThinking Machines Lab1,441+/-151,543Thinking Machines LabApache 2.0
68GLM-5V-Turbo智谱AI1,439+/-85,356智谱AIProprietary
69OpenAIGPT-5.1OpenAI1,439+/-443,410OpenAIProprietary
70DeepSeek-AIDeepSeek-V4-Flash (thinking)DeepSeek-AI1,438+/-442,708DeepSeek-AIMIT
71DeepMindGemma 4 26B A4BDeepMind1,438+/-85,799DeepMindApache 2.0
72DeepSeek-AIDeepSeek-V4-FlashDeepSeek-AI1,438+/-442,807DeepSeek-AIMIT
73OpenAIGPT-5.2 Pro (high)OpenAI1,437+/-447,990OpenAIProprietary
74Meituanlongcat-flash-chat-2602-expMeituan1,436+/-528,094MeituanProprietary
75OpenAIGPT-5.2OpenAI1,435+/-375,293OpenAIProprietary
76Qwen3 Max (Preview)阿里巴巴1,435+/-427,697阿里巴巴Proprietary
77OpenAIGPT-5-Pro (high)OpenAI1,434+/-531,897OpenAIProprietary
78mimo-v2.5Xiaomi1,432+/-441,017XiaomiMIT
79Google Deep MindGemini 3.1 Flash-LiteGoogle Deep Mind1,432+/-460,870Google Deep MindProprietary
80Moonshot AIKimi K2.5 InstantMoonshot AI1,431+/-78,173Moonshot AIModified MIT
81xAIGrok 4.1 Fast (fast-reasoning)xAI1,431+/-356,787xAIProprietary
82OpenAIOpenAI o3OpenAI1,431+/-459,702OpenAIProprietary
83mimo-v2-omniXiaomi1,430+/-619,509XiaomiProprietary
84Moonshot AIKimi K2 Thinking (thinking-turbo)Moonshot AI1,430+/-361,984Moonshot AIModified MIT
85MistralAIMistral Medium 3.5MistralAI1,427+/-711,027MistralAIModified MIT
86Amazonamazon-nova-experimental-chat-26-02-10Amazon1,427+/-103,420AmazonProprietary
87OpenAIGPT-5.2 Chat (0210)OpenAI1,427+/-431,533OpenAIProprietary
88GLM-4.6智谱AI1,425+/-435,618智谱AIMIT
89DeepSeek-AIDeepSeek V3.2DeepSeek-AI1,425+/-447,215DeepSeek-AIMIT
90DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,425+/-79,069DeepSeek-AIMIT
91AnthropicClaude Opus 4 (thinking-16k)Anthropic1,424+/-436,858AnthropicProprietary
92Alibabaqwen3-max-2025-09-23Alibaba1,424+/-69,149AlibabaProprietary
93NVIDIANemotron 3 UltraNVIDIA1,424+/-79,893NVIDIAOpenMDW-1.1
94Qwen3-235B-A22B-2507阿里巴巴1,423+/-397,141阿里巴巴Apache 2.0
95DeepSeek-AIDeepSeek V3.2-Exp (thinking)DeepSeek-AI1,423+/-441,030DeepSeek-AIMIT
96DeepSeek-AIDeepSeek V3.2-ExpDeepSeek-AI1,423+/-611,915DeepSeek-AIMIT
97DeepSeek-AIDeepSeek-R1-0528DeepSeek-AI1,422+/-618,452DeepSeek-AIMIT
98xAIGrok 4 FastxAI1,421+/-86,805xAIProprietary
99ERNIE 5.0百度1,419+/-94,701百度Proprietary
100Moonshot AIKimi K2 0905Moonshot AI1,418+/-611,776Moonshot AIModified MIT
101DeepSeek-AIDeepSeek-V3.1 Terminus (thinking)DeepSeek-AI1,418+/-103,458DeepSeek-AIMIT
102DeepSeek-AIDeepSeek-V3.1DeepSeek-AI1,418+/-614,948DeepSeek-AIMIT
103Moonshot AIKimi K2Moonshot AI1,417+/-527,610Moonshot AIModified MIT
104Qwen3.5-122B-A10B阿里巴巴1,417+/-428,523阿里巴巴Apache 2.0
105DeepSeek-AIDeepSeek-V3.1 (thinking)DeepSeek-AI1,417+/-711,728DeepSeek-AIMIT
106MiniMaxAIMiniMax-M2.7MiniMaxAI1,417+/-447,935MiniMaxAIModified MIT
107MistralAIMistral Large 3MistralAI1,416+/-348,922MistralAIApache 2.0
108Qwen3-VL-235B-A22B-Instruct阿里巴巴1,415+/-611,499阿里巴巴Apache 2.0
109DeepSeek-AIDeepSeek-V3.1 TerminusDeepSeek-AI1,415+/-103,692DeepSeek-AIMIT
110Amazonamazon-nova-experimental-chat-26-01-10Amazon1,415+/-103,401AmazonProprietary
111OpenAIGPT-4.1OpenAI1,414+/-450,939OpenAIProprietary
112AnthropicClaude Opus 4Anthropic1,412+/-444,184AnthropicProprietary
113Tencenthunyuan-hy3-previewTencent1,412+/-86,649Tencenttencent-hunyuan-community
114AnthropicHaiku 4.5Anthropic1,412+/-3106,107AnthropicProprietary
115xAIGrok 3xAI1,412+/-432,898xAIProprietary
116GLM-4.5智谱AI1,411+/-524,292智谱AIMIT
117Google Deep MindGemini 2.5 FlashGoogle Deep Mind1,410+/-2124,363Google Deep MindProprietary
118MistralAIMagistral-Medium-2506MistralAI1,410+/-393,847MistralAIProprietary
119xAIGrok 4xAI1,410+/-441,343xAIProprietary
120Qwen3.5-27B阿里巴巴1,409+/-427,347阿里巴巴Apache 2.0
121Google Deep MindGemini 2.5 Flash-Preview-09-2025Google Deep Mind1,404+/-432,888Google Deep MindProprietary
122xAIGrok 4 Fast (fast-reasoning)xAI1,404+/-518,710xAIProprietary
123OpenAIGPT-5.4 nano (high)OpenAI1,404+/-454,399OpenAIProprietary
124Alibabaqwen3-235b-a22b-no-thinkingAlibaba1,403+/-538,178AlibabaApache 2.0
125OpenAIOpenAI o1OpenAI1,402+/-427,807OpenAIProprietary
126Qwen3-Next阿里巴巴1,401+/-522,855阿里巴巴Apache 2.0
127Meituanlongcat-flash-chatMeituan1,401+/-611,386MeituanMIT
128AnthropicClaude Sonnet 4 (thinking-32k)Anthropic1,399+/-435,080AnthropicProprietary
129Alibabaqwen3-235b-a22b-thinking-2507Alibaba1,399+/-78,988AlibabaApache 2.0
130DeepSeek-AIDeepSeek-R1DeepSeek-AI1,398+/-518,524DeepSeek-AIMIT
131StepFunAIStep 3.5 FlashStepFunAI1,397+/-454,595StepFunAIProprietary
132DeepSeek-AIDeepSeek-V3-0324DeepSeek-AI1,396+/-445,480DeepSeek-AIMIT
133Qwen3.5-35B-A3B阿里巴巴1,396+/-429,179阿里巴巴Apache 2.0
134Qwen3-VL-235B-A22B-Instruct (thinking)阿里巴巴1,395+/-77,940阿里巴巴Apache 2.0
135Tencenthunyuan-vision-1.5-thinkingTencent1,395+/-122,219TencentProprietary
136StepFunAIStep 3.5 FlashStepFunAI1,395+/-453,963StepFunAIApache 2.0
137Amazonamazon-nova-experimental-chat-12-10Amazon1,394+/-103,681AmazonProprietary
138mimo-v2-flash (non-thinking)Xiaomi1,393+/-446,583XiaomiMIT
139MiniMaxAIMiniMax M2.5MiniMaxAI1,391+/-441,138MiniMaxAIModified MIT
140OpenAIGPT-5-mini (high)OpenAI1,390+/-527,007OpenAIProprietary
141OpenAIOpenAI o4 - miniOpenAI1,390+/-445,416OpenAIProprietary
142AnthropicClaude Sonnet 4Anthropic1,389+/-440,290AnthropicProprietary
143OpenAIOpenAI o1OpenAI1,388+/-531,122OpenAIProprietary
144Qwen3-Coder-480B-A35B阿里巴巴1,388+/-525,693阿里巴巴Apache 2.0
145mimo-v2-flash (thinking)Xiaomi1,387+/-610,939XiaomiMIT
146AnthropicClaude3-Sonnet (thinking-32k)Anthropic1,387+/-438,814AnthropicProprietary
147Hunyuan-T1腾讯AI实验室1,387+/-94,699腾讯AI实验室Proprietary
148Mistralmistral-medium-2505Mistral1,387+/-533,202MistralProprietary
149MiniMaxAIM2.1MiniMaxAI1,384+/-517,078MiniMaxAIMIT
150Qwen3-30B-A3B-2507阿里巴巴1,383+/-523,724阿里巴巴Apache 2.0
151OpenAIGPT-4.1 miniOpenAI1,383+/-439,301OpenAIProprietary
152Tencenthunyuan-turbos-20250416Tencent1,382+/-610,726TencentProprietary
153Google Deep MindGemini 2.5 Flash-Lite-Preview-09-2025 (no-thinking)Google Deep Mind1,380+/-347,187Google Deep MindProprietary
154trinity-large-preview Apache 2.01,379+/-430,093
155GLM-4.6V智谱AI1,377+/-112,803智谱AIMIT
156Qwen3-235B-A22B阿里巴巴1,375+/-526,259阿里巴巴Apache 2.0
157Google Deep MindGemini 2.5 Flash-Lite (thinking)Google Deep Mind1,374+/-532,869Google Deep MindProprietary
158Qwen2.5-Max阿里巴巴1,374+/-432,612阿里巴巴Proprietary
159GLM-4.5-Air智谱AI1,373+/-431,063智谱AIMIT
160AnthropicClaude 3.5 SonnetAnthropic1,373+/-388,319AnthropicProprietary
161AnthropicClaude3-SonnetAnthropic1,371+/-443,165AnthropicProprietary
162Qwen3-Next (thinking)阿里巴巴1,370+/-613,680阿里巴巴Apache 2.0
163trinity-large-thinking Apache 2.01,369+/-529,175
164GLM-4.7-Flash智谱AI1,368+/-611,713智谱AIMIT
165Amazonamazon-nova-experimental-chat-11-10Amazon1,366+/-425,333AmazonProprietary
166Google Deep MindGemma 3 - 27B (IT)Google Deep Mind1,366+/-447,510Google Deep MindGemma
167MiniMaxminimax-m1MiniMax1,364+/-435,159MiniMaxApache 2.0
168OpenAIOpenAI o3-mini (high)OpenAI1,363+/-518,589OpenAIProprietary
169OpenAIOpenAI o3-mini (high)OpenAI1,362+/-516,945OpenAIProprietary
170Nvidianvidia-nemotron-3-super-120b-a12bNvidia1,362+/-77,543NvidiaNVIDIA Open Model
171DeepMindGemini 2.0 Flash ExperimentalDeepMind1,360+/-443,742DeepMindProprietary
172DeepSeek-AIDeepSeek-V3DeepSeek-AI1,358+/-521,770DeepSeek-AIDeepSeek
173MistralAIMistral-Small-3.2MistralAI1,358+/-517,696MistralAIApache 2.0
174xAIgrok-3-mini-betaxAI1,357+/-522,686xAIProprietary
175intellect-3 MIT1,356+/-85,328
176CohereAIC4AI Command A (202503)CohereAI1,354+/-356,218CohereAICC-BY-NC-4.0
177GLM-4.5V智谱AI1,354+/-84,956智谱AIMIT
178DeepMindGemini 2.0 Flash-LiteDeepMind1,353+/-424,955DeepMindProprietary
179OpenAIGPT OSS 120BOpenAI1,353+/-430,629OpenAIApache 2.0
180Google Deep MindGemini 1.5 ProGoogle Deep Mind1,351+/-355,606Google Deep MindProprietary
181Amazonamazon-nova-experimental-chat-10-20Amazon1,350+/-611,460AmazonProprietary
182Tencenthunyuan-turbos-20250226Tencent1,349+/-122,220TencentProprietary
183StepFunAIStep3StepFunAI1,348+/-76,536StepFunAIApache 2.0
184OpenAIOpenAI o3-miniOpenAI1,348+/-457,318OpenAIProprietary
185Amazonamazon-nova-experimental-chat-10-09Amazon1,348+/-112,825AmazonProprietary
186Nvidiallama-3.1-nemotron-ultra-253b-v1Nvidia1,347+/-122,549NvidiaNvidia Open Model
187Qwen3-32B阿里巴巴1,347+/-93,926阿里巴巴Apache 2.0
188AImercury-2 InceptionAI1,347+/-113,119AIProprietary
189ling-flash-2.0 AntGroup1,346+/-77,000GroupMIT
190Alibabaqwen-plus-0125Alibaba1,346+/-85,819AlibabaProprietary
191MiniMaxAIMiniMax M2MiniMaxAI1,346+/-86,861MiniMaxAIApache 2.0
192OpenAIGPT-4oOpenAI1,346+/-3112,881OpenAIProprietary
193Nvidianvidia-llama-3.3-nemotron-super-49b-v1.5Nvidia1,343+/-103,345NvidiaNvidia Open
194glm-4-plus-0111Zhipu1,343+/-85,760ZhipuProprietary
195AnthropicClaude 3.5 SonnetAnthropic1,342+/-382,419AnthropicProprietary
196Google Deep MindGemma 3 - 12B (IT)Google Deep Mind1,342+/-103,829Google Deep MindGemma
197Tencenthunyuan-turbo-0110Tencent1,341+/-122,290TencentProprietary
198OpenAIGPT-5-Nano (high)OpenAI1,337+/-78,261OpenAIProprietary
199OpenAIOpenAI o1-miniOpenAI1,337+/-451,981OpenAIProprietary
200Nova 2 Lite亚马逊1,337+/-612,221亚马逊Proprietary
201QwQ-32B阿里巴巴1,336+/-425,379阿里巴巴Apache 2.0
202xAIGrok 2xAI1,336+/-463,498xAIProprietary
203Googlegemini-advanced-0514Google1,335+/-550,148GoogleProprietary
204OpenAIGPT-4oOpenAI1,335+/-445,499OpenAIProprietary
205Metallama-3.1-405b-instruct-bf16Meta1,335+/-441,375MetaLlama 3.1 Community
206StepFunstep-2-16k-exp-202412StepFun1,334+/-94,833StepFunProprietary
207Metallama-3.1-405b-instruct-fp8Meta1,333+/-459,656MetaLlama 3.1 Community
208olmo-3.1-32b-instructAi21,330+/-612,206Ai2Apache 2.0
209molmo-2-8bAi21,329+/-21798Ai2Apache 2.0
210yi-lightning Proprietary1,328+/-527,332
211Nvidiallama-3.3-nemotron-49b-super-v1Nvidia1,328+/-122,218NvidiaNvidia
212Qwen3-30B-A3B阿里巴巴1,327+/-526,472阿里巴巴Apache 2.0
213Llama 4 Maverick InstructFacebook AI研究实验室1,327+/-439,954Facebook AI研究实验室Llama 4
214Tencenthunyuan-large-2025-02-10Tencent1,326+/-103,738TencentProprietary
215OpenAIgpt-4-turbo-2024-04-09OpenAI1,324+/-498,114OpenAIProprietary
216AnthropicClaude 3.5 HaikuAnthropic1,324+/-369,935AnthropicProprietary
217Google Deep MindGemini 1.5 ProGoogle Deep Mind1,324+/-479,138Google Deep MindProprietary
218DeepSeekdeepseek-v2.5-1210DeepSeek1,323+/-86,795DeepSeekDeepSeek
219Llama 4 Scout InstructFacebook AI研究实验室1,323+/-530,276Facebook AI研究实验室Llama
220OpenAIGPT-4.1 nanoOpenAI1,322+/-86,103OpenAIProprietary
221AnthropicClaude3-OpusAnthropic1,321+/-3194,909AnthropicProprietary
222ring-flash-2.0 AntGroup1,321+/-77,137GroupMIT
223StepFunstep-1o-turbo-202506StepFun1,320+/-79,035StepFunProprietary
224glm-4-plusZhipu AI1,319+/-526,126Zhipu AIProprietary
225Llama3.3-70B-InstructFacebook AI研究实验室1,318+/-354,723Facebook AI研究实验室Llama-3.3
226Google Deep MindGemma-3n-E4BGoogle Deep Mind1,318+/-522,571Google Deep MindGemma
227Alibabaqwen-max-0919Alibaba1,318+/-616,478AlibabaQwen
228OpenAIGPT-4o miniOpenAI1,318+/-468,709OpenAIProprietary
229OpenAIGPT OSS 20BOpenAI1,317+/-610,622OpenAIApache 2.0
230Nvidianvidia-nemotron-3-nano-30b-a3b-bf16Nvidia1,316+/-615,500NvidiaNVIDIA Open Model
231Alibabaqwen2.5-plus-1127Alibaba1,315+/-610,187AlibabaProprietary
232athene-v2-chat NexusFlow1,314+/-524,739
233Mistralmistral-large-2407Mistral1,314+/-445,459MistralMistral Research
234OpenAIGPT-4OpenAI1,313+/-493,439OpenAIProprietary
235OpenAIGPT-4OpenAI1,312+/-4100,105OpenAIProprietary
236Tencenthunyuan-standard-2025-02-10Tencent1,311+/-103,904TencentProprietary
237Googlegemini-1.5-flash-002Google1,309+/-434,902GoogleProprietary
238xAIgrok-2-mini-2024-08-13xAI1,308+/-452,567xAIProprietary
239DeepSeek-AIDeepSeek V2.5DeepSeek-AI1,307+/-524,572DeepSeek-AIDeepSeek
240granite-4.1-8bIBM1,307+/-104,060IBMApache 2.0
241athene-70b-0725 CC-BY-NC-4.01,306+/-619,621
242AImercury InceptionAI1,306+/-141,953AIProprietary
243olmo-3-32b-thinkAi21,306+/-85,939Ai2Apache 2.0
244Mistralmistral-large-2411Mistral1,305+/-428,073MistralMRL
245MistralAIMagistral-Medium-2506MistralAI1,304+/-611,628MistralAIProprietary
246Google Deep MindGemma 3 - 4B (IT)Google Deep Mind1,303+/-94,171Google Deep MindGemma
247MistralAIMistral-Small-3.1-24B-Instruct-2503MistralAI1,303+/-533,196MistralAIApache 2.0
248Qwen2.5-VL-72B-Instruct阿里巴巴1,303+/-439,406阿里巴巴Qwen
249Llama3.1-70B-InstructFacebook AI研究实验室1,299+/-87,140Facebook AI研究实验室Llama 3.1
250Tencenthunyuan-large-visionTencent1,294+/-95,368TencentProprietary
251Llama3.1-70B-InstructFacebook AI研究实验室1,293+/-455,240Facebook AI研究实验室Llama 3.1 Community
252Amazonamazon-nova-pro-v1.0Amazon1,290+/-524,745AmazonProprietary
253jamba-1.5-large Jamba Open1,289+/-78,662
254Googlegemma-2-27b-itGoogle1,289+/-375,754GoogleGemma license
255reka-core-20240904 Proprietary1,288+/-77,312
256ibm-granite-h-smallIBM1,287+/-85,685IBMApache 2.0
257OpenAIGPT-4OpenAI1,287+/-554,173OpenAIProprietary
258Googlegemini-1.5-flash-001Google1,286+/-562,833GoogleProprietary
259llama-3.1-tulu-3-70bAi21,286+/-102,846Ai2Llama 3.1
260Nvidiallama-3.1-nemotron-51b-instructNvidia1,286+/-103,749NvidiaLlama 3.1
261olmo-3.1-32b-thinkAi21,285+/-78,499Ai2Apache 2.0
262AnthropicClaude3-SonnetAnthropic1,281+/-4109,284AnthropicProprietary
263gemma-2-9b-it-simpo MIT1,280+/-710,072
264Nvidianemotron-4-340b-instructNvidia1,277+/-519,659NvidiaNVIDIA Open Model
265Llama3-70B-InstructFacebook AI研究实验室1,276+/-4156,876Facebook AI研究实验室Llama 3 Community
266Coherecommand-r-plus-08-2024Cohere1,276+/-79,866CohereCC-BY-NC-4.0
267OpenAIGPT-4OpenAI1,275+/-488,723OpenAIProprietary
268MistralAIMistral Small 24B Instruct 2501MistralAI1,274+/-614,681MistralAIApache 2.0
269GLM4智谱AI1,273+/-79,788智谱AIProprietary
270reka-flash-20240904 Proprietary1,272+/-77,536
271Qwen2.5-Coder-32B-Instruct阿里巴巴1,270+/-85,432阿里巴巴Apache 2.0
272CohereAIC4AI Aya Vision 32BCohereAI1,267+/-527,124CohereAICC-BY-NC-4.0
273Googlegemma-2-9b-itGoogle1,266+/-454,611GoogleGemma license
274DeepSeekdeepseek-coder-v2DeepSeek1,264+/-615,147DeepSeekDeepSeek License
275Qwen2-72B-Instruct阿里巴巴1,261+/-537,325阿里巴巴Qianwen LICENSE
276CohereAIC4AI Command R+CohereAI1,261+/-477,554CohereAICC-BY-NC-4.0
277AnthropicClaude3-HaikuAnthropic1,261+/-4117,701AnthropicProprietary
278Amazonamazon-nova-lite-v1.0Amazon1,260+/-519,372AmazonProprietary
279Googlegemini-1.5-flash-8b-001Google1,259+/-435,558GoogleProprietary
280Microsoft AzurePhi-4-reasoningMicrosoft Azure1,256+/-524,126Microsoft AzureMIT
281olmo-2-0325-32b-instructAi21,251+/-113,334Ai2Apache-2.0
282Coherecommand-r-08-2024Cohere1,250+/-710,140CohereCC-BY-NC-4.0
283Mistralmistral-large-2402Mistral1,242+/-562,436MistralProprietary
284Amazonamazon-nova-micro-v1.0Amazon1,241+/-519,364AmazonProprietary
285jamba-1.5-mini Jamba Open1,239+/-78,858
286Mistralministral-8b-2410Mistral1,237+/-94,781MistralMRL
287Googlegemini-pro-dev-apiGoogle1,236+/-718,354GoogleProprietary
288Qwen1.5-110B-Chat阿里巴巴1,233+/-626,195阿里巴巴Qianwen LICENSE
289Tencenthunyuan-standard-256kTencent1,233+/-122,728TencentProprietary
290reka-flash-21b-20240226-online Proprietary1,233+/-715,450
291Qwen1.5-72B-Chat阿里巴巴1,233+/-539,302阿里巴巴Qianwen LICENSE
292MistralAIMixtral-8x22B-Instruct-v0.1MistralAI1,229+/-551,416MistralAIApache 2.0
293reka-flash-21b-20240226 Proprietary1,226+/-624,806
294Coherecommand-rCohere1,226+/-554,036CohereCC-BY-NC-4.0
295OpenAIgpt-3.5-turbo-0125OpenAI1,224+/-566,207OpenAIProprietary
296Llama3-8B-InstructFacebook AI研究实验室1,223+/-4104,642Facebook AI研究实验室Llama 3 Community
297CohereAIC4AI Aya Vision 8BCohereAI1,223+/-79,818CohereAICC-BY-NC-4.0
298DeepMindGemini-proDeepMind1,222+/-126,390DeepMindProprietary
299Mistralmistral-mediumMistral1,222+/-534,550MistralProprietary
300llama-3.1-tulu-3-8bAi21,220+/-112,896Ai2Llama 3.1
301Yi-1.5-34B零一万物1,212+/-524,146零一万物
302zephyr-orpo-141b-A35b-v0.1 Apache 2.01,212+/-114,652
303Llama3.1-8B-InstructFacebook AI研究实验室1,211+/-449,605Facebook AI研究实验室Llama 3.1 Community
304Llama3.1-8B-InstructFacebook AI研究实验室1,208+/-113,090Facebook AI研究实验室Apache 2.0
305Alibabaqwen1.5-32b-chatAlibaba1,203+/-621,741AlibabaQianwen LICENSE
306OpenAIgpt-3.5-turbo-1106OpenAI1,203+/-916,619OpenAIProprietary
307Googlegemma-2-2b-itGoogle1,200+/-446,616GoogleGemma license
308Microsoft AzurePhi-3-medium 14B-previewMicrosoft Azure1,197+/-525,055Microsoft AzureMIT
309Mistralmixtral-8x7b-instruct-v0.1Mistral1,196+/-473,503MistralApache 2.0
310dbrx-instruct-preview DBRX LICENSE1,194+/-632,191
311InternLM2-Base-20B上海人工智能实验室1,191+/-79,901上海人工智能实验室
312Qwen1.5-14B-Chat阿里巴巴1,190+/-717,839阿里巴巴Qianwen LICENSE
313WizardLM-70B-V1.0WizardLM Team1,184+/-98,214WizardLM TeamLlama 2 Community
314DeepSeek-AIDeepSeek LLM 67B ChatDeepSeek-AI1,184+/-114,932DeepSeek-AIDeepSeek License
315Yi-34B零一万物1,183+/-715,483零一万物
316granite-3.0-8b-instructIBM1,182+/-96,638IBMApache 2.0
317openchat-3.5 Apache-2.01,182+/-107,968
318openchat-3.5-0106 Apache-2.01,182+/-812,637
319Google ResearchGemma 1.1-7B-ITGoogle Research1,182+/-623,893Google ResearchGemma license
320snowflake-arctic-instruct Apache 2.01,179+/-632,832
321granite-3.1-2b-instructIBM1,178+/-113,188IBMApache 2.0
322LLaMA2 70BFacebook AI研究实验室1,177+/-106,535Facebook AI研究实验室
323openhermes-2.5-mistral-7b Apache-2.01,175+/-105,006
324Vicuna 33BLM-SYS1,172+/-622,479LM-SYS
325starling-lm-7b-beta Apache-2.01,171+/-716,056
326Microsoft AzurePhi-3-small 7BMicrosoft Azure1,170+/-617,766Microsoft AzureMIT
327Metallama-2-70b-chatMeta1,170+/-538,492MetaLlama 2 Community
328starling-lm-7b-alpha CC-BY-NC-4.01,167+/-810,224
329Metallama-3.2-3b-instructMeta1,166+/-87,936MetaLlama 3.2
330nous-hermes-2-mixtral-8x7b-dpo Apache-2.01,164+/-123,777
331Qwen3-VL-2B阿里巴巴1,156+/-86,837阿里巴巴Apache 2.0
332QwQ-32B-Preview阿里巴巴1,155+/-113,231阿里巴巴Apache 2.0
333Nvidiallama2-70b-steerlm-chatNvidia1,154+/-133,585NvidiaLlama 2 Community
334solar-10.7b-instruct-v1.0 CC-BY-NC-4.01,152+/-134,155
335dolphin-2.2.1-mistral-7b Apache-2.01,151+/-151,679
336mpt-30b-chat CC-BY-NC-SA-4.01,150+/-122,572
337MistralAIMistral-7B-Instruct-v0.2MistralAI1,149+/-719,402MistralAIApache-2.0
338Microsoftwizardlm-13bMicrosoft1,149+/-97,044MicrosoftLlama 2 Community
339falcon-180b-chat Falcon-180B TII License1,147+/-171,295
340Qwen1.5-7B-Chat阿里巴巴1,143+/-104,737阿里巴巴Qianwen LICENSE
341Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,142+/-612,297Microsoft AzureMIT
342Baichuan2-13B-Chat百川智能1,141+/-719,174百川智能Llama 2 Community
343vicuna-13b Llama 2 Community1,140+/-719,367
344Qwen-14B-Chat阿里巴巴1,138+/-114,964阿里巴巴Qianwen LICENSE
345Google ResearchPaLM 2Google Research1,138+/-98,554Google ResearchProprietary
346Google ResearchGemma 7B - ItGoogle Research1,137+/-98,925Google ResearchGemma license
347CodeLLaMA-34BFacebook AI研究实验室1,136+/-97,366Facebook AI研究实验室Llama 2 Community
348zephyr-7b-beta MIT1,130+/-911,118
349Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,129+/-720,685Microsoft AzureMIT
350Microsoft AzurePhi-3-mini 3.8BMicrosoft Azure1,127+/-620,118Microsoft AzureMIT
351guanaco-33b Non-commercial1,127+/-122,921
352zephyr-7b-alpha MIT1,126+/-161,785
353stripedhyena-nous-7b Apache 2.01,120+/-115,182
354CodeLlama-70B-InstructFacebook AI研究实验室1,118+/-181,143Facebook AI研究实验室Llama 2 Community
355Google ResearchGemma 1.1-2B-ITGoogle Research1,116+/-810,854Google ResearchGemma license
356vicuna-7b Llama 2 Community1,114+/-96,923
357smollm2-1.7b-instruct Apache 2.01,114+/-142,199
358Metallama-3.2-1b-instructMeta1,111+/-88,045MetaLlama 3.2
359MistralAIMistral 7B InstructMistralAI1,109+/-98,977MistralAIApache 2.0
360Baichuan2-7B-Chat百川智能1,107+/-714,148百川智能Llama 2 Community
361Google ResearchGemma 2B - ItGoogle Research1,093+/-114,780Google ResearchGemma license
362Qwen1.5-4B-Chat阿里巴巴1,090+/-97,597阿里巴巴Qianwen LICENSE
363olmo-7b-instructAi21,073+/-116,328Ai2Apache-2.0
364Koala达摩院1,070+/-106,965达摩院
365alpaca-13b Non-commercial1,068+/-115,745
366GPT4All 13BNomic AI1,066+/-151,743Nomic AI
367mpt-7b-chat CC-BY-NC-SA-4.01,062+/-123,924
368ChatGLM3-6B智谱AI1,055+/-124,658智谱AI
369RWKV-4-Raven-14B Apache 2.01,041+/-114,845
370ChatGLM2-6B智谱AI1,024+/-142,658智谱AI
371oasst-pythia-12b Apache 2.01,022+/-116,310
372ChatGLM-6B智谱AI995+/-134,914智谱AI
373fastchat-t5-3b Apache 2.0991+/-124,203
374dolly-v2-12b MIT981+/-143,412
375LLaMA 13BFacebook AI研究实验室973+/-162,391Facebook AI研究实验室Non-commercial
376stablelm-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