Design Arena

Name: Design Arena
Creator: DataLearner
License: https://creativecommons.org/licenses/by/4.0/

Design Arena 设计代码排行榜由 Arcada Labs 提供，汇总 Website、UI Component、Game Dev、Data Visualization 等代码子类别的匿名投票，并通过 Bradley-Terry 模型计算综合排名。

榜首模型

Claude Opus 5.5

最高得分

1389.00

模型数量

185

数据版本

2026年10月24日

数据来源: Arcada Labs

来源：全部国产模型

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
	Claude Opus 5.5Anthropic	1389.00	—	6,583	Anthropic	Proprietary
	GPT-6 Astra (xhigh)OpenAI	1383.00	—	10,865	OpenAI	Proprietary
	Muse Wonder (max)Meta	1377.00	—	7,679	Meta	Proprietary
4	GPT-6 Astra (max)OpenAI	1372.00	—	3,882	OpenAI	Proprietary
5	Kimi K3Moonshot AI	1360.00	—	9,120	Moonshot AI	Open Source
6	GPT-6.1 SolOpenAI	1358.00	—	5,362	OpenAI	Proprietary
7	Kimi K3.1 ProMoonshot AI	1356.00	—	1,731	Moonshot AI	Open Source
8	Claude Sonnet 5.5Anthropic	1354.00	—	4,803	Anthropic	Proprietary
9	Muse Spark 1.3 (xhigh)Meta	1350.00	—	46,572	Meta	Proprietary
10	Muse Spark 1.3 MaxMeta	1350.00	—	39,647	Meta	Proprietary
11	GPT-5.6 Sol (xhigh)OpenAI	1340.00	—	13,817	OpenAI	Proprietary
12	Claude Fable 5.1Anthropic	1335.00	—	9,349	Anthropic	Proprietary
13	Gemini 4 ArgonGoogle	1329.00	—	13,068	Google	Proprietary
14	Claude Opus 5Anthropic	1323.00	—	19,548	Anthropic	Proprietary
15	DeepSeek-V4.1-FlashDeepSeek	1319.00	—	42,236	DeepSeek	Open Source
16	MiMo-V2.6-ProXiaomi	1315.00	—	35,414	Xiaomi	Open Source
17	GPT-5.6 Sol (medium)OpenAI	1314.00	—	28,616	OpenAI	Proprietary
18	Muse Spark 1.2Facebook AI研究实验室	1311.00	—	50,776	Facebook AI研究实验室	Proprietary
19	Claude Fable 5Anthropic	1309.00	—	20,217	Anthropic	Proprietary
20	Gemini 3.7 FlashGoogle DeepMind	1307.00	—	77,852	Google DeepMind	Proprietary
21	Ling-3.1-flashAnt Group	1304.00	—	15,329	Ant Group	Open Source
22	Gemini 3.8 FlashGoogle	1302.00	—	46,367	Google	Proprietary
23	GLM-5.3智谱AI	1301.00	—	21,695	智谱AI	Open Source
24	GPT-6 SolOpenAI	1298.00	—	5,839	OpenAI	Proprietary
25	MiniMax M3.1 FlashMiniMax	1295.00	—	3,929	MiniMax	Proprietary
26	DeepSeek-V4.1-Flash (1017)DeepSeek	1294.00	—	4,469	DeepSeek	Open Source
27	Qwen3.8 MaxAlibaba	1292.00	—	11,467	Alibaba	Open Source
28	Grok 4.6xAI	1291.00	—	36,904	xAI	Proprietary
29	Gemini 3.6 FlashGoogle	1288.00	—	33,060	Google	Proprietary
30	Claude Opus 4.6Anthropic	1287.00	—	27,409	Anthropic	Proprietary
31	GLM-5.2智谱AI	1286.00	—	57,204	智谱AI	Open Source
32	Claude Opus 4.6 (thinking)Anthropic	1284.00	—	23,814	Anthropic	Proprietary
33	GLM-5.3-FlashZhipu AI	1280.00	—	28,824	Zhipu AI	Open Source
34	Claude Haiku 5.5Anthropic	1276.00	—	9,627	Anthropic	Proprietary
35	Deca 2.6 UltraGenLabs	1276.00	—	2,450	GenLabs	Proprietary
36	Claude Sonnet 5Anthropic	1275.00	—	24,590	Anthropic	Proprietary
37	Muse Spark 1.1Facebook AI研究实验室	1275.00	—	24,030	Facebook AI研究实验室	Proprietary
38	Claude Sonnet 4.6Anthropic	1274.00	—	26,319	Anthropic	Proprietary
39	Qwen3.7 Max阿里巴巴	1274.00	—	36,797	阿里巴巴	Proprietary
40	Grok 4.5xAI	1274.00	—	37,629	xAI	Proprietary
41	Grok 4.7xAI	1272.00	—	3,080	xAI	Proprietary
42	Kimi K2.6Moonshot AI	1270.00	—	34,051	Moonshot AI	Open Source
43	Deca 2.5 MiniGenLabs	1270.00	—	4,212	GenLabs	Proprietary
44	GPT-6 LunaOpenAI	1268.00	—	7,588	OpenAI	Proprietary
45	GLM 5.1智谱AI	1267.00	—	29,800	智谱AI	Open Source
46	Qwen3.7-Plus阿里巴巴	1267.00	—	19,026	阿里巴巴	Proprietary
47	Gemini 3.5 FlashGoogle DeepMind	1265.00	—	37,367	Google DeepMind	Proprietary
48	MiMo-V2.5-Pro小米	1265.00	—	28,977	小米	Open Source
49	Deca 2.5 UltraGenLabs	1262.00	—	3,942	GenLabs	Proprietary
50	GLM-5-Turbo智谱AI	1260.00	—	42,368	智谱AI	Proprietary
51	GPT-5.5OpenAI	1259.00	—	34,250	OpenAI	Proprietary
52	MiMo-V2.5小米	1259.00	—	45,066	小米	Open Source
53	Mistral Large 4Mistral	1258.00	—	6,010	Mistral	Open Source
54	Claude Opus 4.8Anthropic	1254.00	—	33,211	Anthropic	Proprietary
55	Kimi K2.7 CodeMoonshot AI	1251.00	—	22,744	Moonshot AI	Open Source
56	Muse SparkFacebook AI研究实验室	1250.00	—	4,250	Facebook AI研究实验室	Proprietary
57	Deca 2.6 ProGenLabs	1249.00	—	1,529	GenLabs	Proprietary
58	GLM-5智谱AI	1245.00	—	45,371	智谱AI	Open Source
59	MiniMax M3MiniMaxAI	1245.00	—	27,948	MiniMaxAI	Open Source
60	Gemini 3.0 Pro (Preview 11-2025)Google DeepMind	1242.00	—	25,342	Google DeepMind	Proprietary
61	Opus 4.5Anthropic	1241.00	—	35,207	Anthropic	Proprietary
62	GPT-5.6 TerraOpenAI	1240.00	—	75,214	OpenAI	Proprietary
63	DeepSeek-V4-ProDeepSeek-AI	1239.00	—	27,277	DeepSeek-AI	Open Source
64	Kimi K2.5 (thinking)Moonshot AI	1235.00	—	41,643	Moonshot AI	Open Source
65	Qwen 3.6 Plus Preview阿里巴巴	1235.00	—	39,536	阿里巴巴	Proprietary
66	MiniMax-M2.7MiniMaxAI	1232.00	—	44,926	MiniMaxAI	Open Source
67	Nex N2 ProNex AGI	1231.00	—	13,057	Nex AGI	Open Source
68	Gemini 3.1 Pro PreviewGoogle DeepMind	1230.00	—	47,247	Google DeepMind	Proprietary
69	Mercury 3Inception	1230.00	—	2,331	Inception	Proprietary
70	GPT-5.6 LunaOpenAI	1229.00	—	22,250	OpenAI	Proprietary
71	DeepSeek-V4-FlashDeepSeek-AI	1228.00	—	10,439	DeepSeek-AI	Open Source
72	GLM-5V-Turbo智谱AI	1227.00	—	47,535	智谱AI	Proprietary
73	Hy3腾讯AI实验室	1226.00	—	29,754	腾讯AI实验室	Open Source
74	Grok 4.20 Beta (Reasoning)xAI	1219.00	—	37,056	xAI	Proprietary
75	GLM-4.7智谱AI	1215.00	—	46,849	智谱AI	Open Source
76	GPT-5.4 (Design Skill, Medium)OpenAI	1211.00	—	9,617	OpenAI	Proprietary
77	GPT-5.4 (medium)OpenAI	1208.00	—	18,953	OpenAI	Proprietary
78	MiniMax M2.5MiniMaxAI	1206.00	—	11,506	MiniMaxAI	Open Source
79	Grok 4.20 BetaxAI	1205.00	—	40,225	xAI	Proprietary
80	InklingThinking Machines Lab	1205.00	—	19,210	Thinking Machines Lab	Open Source
81	DeepSeek-V4-FlashDeepSeek-AI	1204.00	—	28,105	DeepSeek-AI	Open Source
82	M2.1MiniMaxAI	1189.00	—	20,808	MiniMaxAI	Open Source
83	Gemini 3.0 FlashGoogle DeepMind	1188.00	—	4,414	Google DeepMind	Proprietary
84	Grok 4.3 BetaxAI	1185.00	—	41,578	xAI	Proprietary
85	Claude Sonnet 4.5Anthropic	1181.00	—	45,449	Anthropic	Proprietary
86	Claude Sonnet 4.5 (thinking)Anthropic	1181.00	—	44,202	Anthropic	Proprietary
87	Step 3.7 FlashStepFunAI	1181.00	—	30,338	StepFunAI	Open Source
88	Solar Pro 4Upstage	1181.00	—	17,878	Upstage	Proprietary
89	GPT-5.4 (low)OpenAI	1178.00	—	21,154	OpenAI	Proprietary
90	Qwen3.5-397B-A17B阿里巴巴	1178.00	—	8,130	阿里巴巴	Open Source
91	GPT-5.4OpenAI	1177.00	—	23,612	OpenAI	Proprietary
92	GLM-4.7-Flash智谱AI	1176.00	—	11,706	智谱AI	Open Source
93	Claude Sonnet 3.7Anthropic	1175.00	—	15,259	Anthropic	Proprietary
94	Hy3 (low)腾讯AI实验室	1175.00	—	4,072	腾讯AI实验室	Open Source
95	DeepSeek-V3.1 (thinking)DeepSeek-AI	1174.00	—	16,257	DeepSeek-AI	Open Source
96	Opus 4.1 (thinking)Anthropic	1169.00	—	15,715	Anthropic	Proprietary
97	DeepSeek V3.2-ExpDeepSeek-AI	1169.00	—	19,488	DeepSeek-AI	Open Source
98	GPT-5.1 (high)OpenAI	1169.00	—	16,116	OpenAI	Proprietary
99	GPT-5.2 (medium)OpenAI	1168.00	—	27,942	OpenAI	Proprietary
100	GPT-5.2 (None)OpenAI	1167.00	—	28,884	OpenAI	Proprietary
101	GPT-5 (high)OpenAI	1166.00	—	13,485	OpenAI	Proprietary
102	Qwen3.5 Plus (0215)阿里巴巴	1165.00	—	18,504	阿里巴巴	Proprietary
103	Opus 4.1Anthropic	1164.00	—	39,752	Anthropic	Proprietary
104	GLM-4.5智谱AI	1164.00	—	19,653	智谱AI	Open Source
105	GLM-4.6智谱AI	1164.00	—	17,086	智谱AI	Open Source
106	GPT-5 (minimal)OpenAI	1164.00	—	32,969	OpenAI	Proprietary
107	GPT-5.2 (low)OpenAI	1164.00	—	25,463	OpenAI	Proprietary
108	DeepSeek V3.2DeepSeek-AI	1163.00	—	29,125	DeepSeek-AI	Open Source
109	GPT-5.1 (medium)OpenAI	1160.00	—	21,349	OpenAI	Proprietary
110	Claude Opus 4Anthropic	1159.00	—	16,668	Anthropic	Proprietary
111	MiMo-V2-FlashXiaomi	1155.00	—	35,232	Xiaomi	Open Source
112	GPT-5.1 (low)OpenAI	1154.00	—	22,193	OpenAI	Proprietary
113	Nemotron 3.5 Super VLNVIDIA	1153.00	—	3,311	NVIDIA	Open Source
114	Gemini 2.5 ProGoogle DeepMind	1151.00	—	7,220	Google DeepMind	Proprietary
115	GPT-5.1 CodexOpenAI	1151.00	—	2,005	OpenAI	Proprietary
116	GPT-5.1 (None)OpenAI	1149.00	—	22,298	OpenAI	Proprietary
117	GPT-5.2 (high)OpenAI	1149.00	—	4,150	OpenAI	Proprietary
118	Solar Mini 4Upstage	1146.00	—	2,502	Upstage	Proprietary
119	Nemotron 3 UltraNVIDIA	1145.00	—	26,197	NVIDIA	Open Source
120	GPT-5.3 CodexOpenAI	1143.00	—	15,677	OpenAI	Proprietary
121	v0-1.5-lgVercel	1142.00	—	1,192	Vercel	Proprietary
122	Mistral Large 3MistralAI	1141.00	—	30,430	MistralAI	Open Source
123	Qwen3-Coder-480B-A35B阿里巴巴	1141.00	—	1,955	阿里巴巴	Open Source
124	Claude Sonnet 4Anthropic	1140.00	—	17,542	Anthropic	Proprietary
125	DeepSeek-R1-0528DeepSeek-AI	1137.00	—	17,951	DeepSeek-AI	Open Source
126	GLM-4.5-Air智谱AI	1136.00	—	17,253	智谱AI	Open Source
127	Claude Sonnet 4 (thinking)Anthropic	1135.00	—	16,246	Anthropic	Proprietary
128	AGI-01 SwiftLucidQuery	1135.00	—	1,249	LucidQuery	Proprietary
129	MiniMax M2MiniMaxAI	1134.00	—	10,828	MiniMaxAI	Open Source
130	AesCoder-4BDesignFlow	1123.00	—	39,838	DesignFlow	Open Source
131	Mistral Medium 3.5MistralAI	1120.00	—	10,894	MistralAI	Open Source
132	Mistral Medium 3.1 (2508)Mistral	1119.00	—	27,828	Mistral	Proprietary
133	Trinity Large ThinkingArcee AI	1116.00	—	12,840	Arcee AI	Open Source
134	GPT-5-miniOpenAI	1114.00	—	37,100	OpenAI	Proprietary
135	Haiku 4.5Anthropic	1113.00	—	35,543	Anthropic	Proprietary
136	DeepSeek-V3.1DeepSeek-AI	1110.00	—	20,334	DeepSeek-AI	Open Source
137	Qwen3-Max-Thinking阿里巴巴	1108.00	—	33,373	阿里巴巴	Proprietary
138	DeepSeek-V3-0324DeepSeek-AI	1107.00	—	19,271	DeepSeek-AI	Open Source
139	Prime Intellect: INTELLECT-3Prime Intellect	1105.00	—	31,356	Prime Intellect	Open Source
140	Gemini 2.5 Flash-Preview-09-2025Google DeepMind	1103.00	—	19,295	Google DeepMind	Proprietary
141	Grok 4 FastxAI	1099.00	—	36,652	xAI	Proprietary
142	Kimi K2 0905Moonshot AI	1096.00	—	1,504	Moonshot AI	Open Source
143	GPT-5.1 Codex MiniOpenAI	1092.00	—	33,839	OpenAI	Proprietary
144	Grok 4.1 FastxAI	1091.00	—	33,603	xAI	Proprietary
145	Grok 4.1 Fast (reasoning)xAI	1085.00	—	31,135	xAI	Proprietary
146	GPT-5-NanoOpenAI	1083.00	—	6,703	OpenAI	Proprietary
147	Kimi K2 Turbo PreviewMoonshot AI	1082.00	—	2,094	Moonshot AI	Open Source
148	Gemini 2.5 Flash-Lite-Preview-09-2025Google DeepMind	1080.00	—	6,850	Google DeepMind	Proprietary
149	Gemini 3.1 Flash-LiteGoogle DeepMind	1071.00	—	23,542	Google DeepMind	Proprietary
150	Phi-3-medium 14B-preview微软	1067.00	—	6,390	微软	Proprietary
151	Ministral 3 14BMistralAI	1064.00	—	2,380	MistralAI	Open Source
152	Gemini 2.5 FlashGoogle DeepMind	1058.00	—	6,971	Google DeepMind	Proprietary
153	v0-1.5-mdVercel	1055.00	—	11,081	Vercel	Proprietary
154	Ministral 3 8BMistralAI	1052.00	—	2,427	MistralAI	Open Source
155	Grok 3xAI	1051.00	—	26,869	xAI	Proprietary
156	Grok 4 Fast (reasoning)xAI	1049.00	—	37,376	xAI	Proprietary
157	Qwen3-235B-A22B-2507阿里巴巴	1037.00	—	6,939	阿里巴巴	Open Source
158	Kimi K2Moonshot AI	1032.00	—	1,352	Moonshot AI	Open Source
159	Magistral Medium 1.2 (2509)Mistral	1031.00	—	5,854	Mistral	Proprietary
160	Qwen3-235B-A22B-Thinking-2507Alibaba	1031.00	—	6,175	Alibaba	Open Source
161	GPT-4.1OpenAI	1024.00	—	1,747	OpenAI	Proprietary
162	Mercury 2Inception	1020.00	—	25,728	Inception	Proprietary
163	OpenAI o3OpenAI	1018.00	—	1,365	OpenAI	Proprietary
164	Grok 4xAI	1015.00	—	24,016	xAI	Proprietary
165	Devstral MediumMistralAI	1011.00	—	7,153	MistralAI	Proprietary
166	Ministral 3 3B (2512)Mistral	1009.00	—	2,852	Mistral	Open Source
167	Codestral 2508Mistral	1006.00	—	6,734	Mistral	Proprietary
168	Qwen3-235B-A22B阿里巴巴	1000.00	—	5,158	阿里巴巴	Open Source
169	Grok Code Fast 1xAI	997.00	—	4,299	xAI	Proprietary
170	GPT-4.1 miniOpenAI	992.00	—	1,566	OpenAI	Proprietary
171	Magistral Small 1.2 (2509)Mistral	984.00	—	6,447	Mistral	Open Source
172	Olmo 3.1 32B ThinkAllen AI	974.00	—	16,164	Allen AI	Open Source
173	OpenAI o4 - miniOpenAI	974.00	—	2,011	OpenAI	Proprietary
174	GPT OSS 120BOpenAI	961.00	—	5,272	OpenAI	Open Source
175	GPT-4.1 nanoOpenAI	961.00	—	1,901	OpenAI	Proprietary
176	Qwen3-30B-A3B阿里巴巴	940.00	—	2,568	阿里巴巴	Open Source
177	Grok 3 minixAI	929.00	—	7,621	xAI	Proprietary
178	Llama 3.1 Nemotron Ultra 253BNVIDIA	928.00	—	3,173	NVIDIA	Open Source
179	Mistral-Small-3.2MistralAI	905.00	—	1,243	MistralAI	Open Source
180	Llama 4 MaverickFacebook AI研究实验室	878.00	—	1,678	Facebook AI研究实验室	Open Source
181	Mistral Large 2.1 (2411)Mistral	862.00	—	1,317	Mistral	Proprietary
182	GPT-4oOpenAI	859.00	—	1,780	OpenAI	Proprietary
183	Codestral 2 (2501)Mistral	832.00	—	1,444	Mistral	Open Source
184	Devstral Small 1.1MistralAI	806.00	—	1,250	MistralAI	Open Source
185	Llama 4 ScoutFacebook AI研究实验室	788.00	—	1,275	Facebook AI研究实验室	Open Source

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。

关于本榜单

本榜单数据来源于Design Arena，由 Y Combinator 支持的 Arcada Labs 开发，是专注于评测 AI 设计代码生成能力的众包匿名对战平台。

与 LMArena 评测通用文本和编程能力不同，Design Arena 的代码榜专门考察模型生成具有视觉呈现效果的前端代码的能力。平台将代码任务细分为 Website、UI 组件、游戏开发、数据可视化、SVG、Web App、移动端等多个子类别，每个子类别均有独立排行。

本页展示的是 Code Categories 综合榜，即将所有子类别的用户投票混合汇总后，统一用 Bradley-Terry 模型（类 Elo 算法）计算出的综合排名。每票等权，不对各子类别做加权处理，因此投票量较大的子类别（如 Website）对综合分数的影响更大。得分越高，代表模型在设计代码生成场景下的综合人类偏好越强。

常见问题 (FAQ)

什么是 Design Arena？

Design Arena 是 Arcada Labs 开发的设计代码生成匿名评测平台。本榜单汇总 Website、UI 组件、游戏开发、数据可视化等代码子类别的投票。

Design Arena 与 LMArena Coding Arena 有什么区别？

LMArena Coding Arena 主要评测通用编程能力，例如代码生成、调试和算法实现；Design Arena 专注于具有视觉呈现效果的前端设计代码，例如 HTML 页面、交互 UI、图表、SVG 和原型。

排名方法论是什么？

Arcada Labs 将各代码子类别的原始投票混合后运行 Bradley-Terry 模型。每票等权，不按子类别单独加权，因此投票量较大的子类别会对综合分数产生更大影响。

哪类模型在设计代码场景表现更好？

具备强视觉理解和前端代码生成能力的大模型通常表现更好。针对 UI 和代码生成优化的专项模型，在布局、交互和视觉细节任务上也可能有突出表现。