Benchmarks / Coding

Arena WebDev

Human preference between agentic front-end web development outputs; Bradley-Terry rating.

108models
–Open Index weight
–last updated
LMArenapublisher

Arena WebDev

Higher is better · best effort per model

Chart settings
108 of 108 selected

full table below

#ModelEffortScoreCost / taskHarness
1Opus 5.5max1811––
2GPT-6 Astramax1780––
3Sonnet 5.5xhigh1774––
4GPT-6.1 Solmax1760––
5Fable 5.1max1743––
6Opus 5max1690––
7GPT-6 Solmax1686––
8Gemini 4high1678––
9Qwen 3.8 Maxmax1673––
10Muse Spark 1.3max1659––
11Kimi K3max1655––
12Grok 4.7xhigh1640––
13MiMo V2.6 Flashhigh1635––
14Qwen 3.8 Flashmax1633––
15Hy4–1632––
16MiMo V2.6 Prohigh1625––
17Fable 5high1624––
18GLM 5.3max1621––
19DeepSeek V4.1 Flashmax1619––
20Grok 4.6high1617––
21GPT-5.6 Solxhigh1617–codex-harness
22GLM 5.3 Flashmax1606––
23GLM 5.2max1604––
24Qwen 3.8 27Bmax1594––
25Gemini 3.7 Flashhigh1590––
26Haiku 5.5high1585––
27Gemini 3.8 Flashhigh1585––
28DeepSeek V4 Promax1582––
29GPT-6 Lunamax1582––
30DeepSeek V4 Flashhigh1582––
31Opus 4.7high1558––
32Opus 4.8high1556––
33Grok 4.5max1553––
34Opus 4.6high1546––
35Mistral Large 4high1542––
36Muse Spark 1.1max1542––
37Sonnet 5high1540––
38Gemini 3.6 Flashhigh1538––
39Muse Spark 1.2xhigh1533––
40Sonnet 4.6max1522––
41GPT-5.6 Terraxhigh1522–codex-harness
42GPT-5.6 Lunaxhigh1518–codex-harness
43Qwen 3.7 Maxmax1515––
44GPT-5.5xhigh1513–codex-harness
45Kimi K2.6max1509––
46GLM 5.1max1508––
47Hy3xhigh1507––
48Gemini 3.5 Flashhigh1499––
49Opus 4.5high1493––
50MiniMax M3max1482––
51Qwen 3.6 Maxmax1482––
52MiMo V2.5 Proxhigh1480––
53Kimi K2.7 Codemax1473––
54GPT-5.4high1463–codex-harness
55Qwen 3.6 Plusmax1461––
56Gemini 3.1 Prohigh1447––
57Gemini 3.5 Flash-Litexhigh1440––
58Gemini 3 Flashhigh1440––
59Gemini 3 Prohigh1440––
60MiMo V2.5xhigh1438––
61Kimi K2.5max1436––
62GLM 5high1435––
63GLM 4.7none1435––
64MiMo V2 Pro–1434––
65GPT-5medium1417––
66GPT-5.2xhigh1417––
67Inklingmax1413––
68Inkling Smallxhigh1408––
69GPT-5.3 Codexxhigh1406–codex-harness
70GLM 5 Vhigh1401––
71Qwen 3.5 397B-A17Bmax1400––
72MiniMax M2.7high1398––
73GPT-5.4 Minihigh1398––
74GPT-5.1medium1395––
75Sonnet 4.5high1393––
76Opus 4.1high1390––
77MiniMax M2.5high1386––
78MiniMax M2.1–1384––
79Grok 4.20xhigh1375––
80Gemma 4 31Bmax1366––
81DeepSeek V3.2high1362––
82Qwen 3.5 122B-A10Bnone1361––
83Gemma 4 26Bxhigh1359––
84Qwen 3.5 27Bhigh1358––
85Grok 4.3xhigh1357––
86Laguna M.1–1349––
87GLM 4.6none1341––
88GPT-5.2 Codexxhigh1338––
89GPT-5.1 Codexmax1337––
90MiMo V2 Flashhigh1330––
91Haiku 4.5xhigh1330––
92Kimi K2medium1322––
93Laguna XS.2–1303––
94MiniMax M2–1297––
95Qwen 3 Codermedium1275––
96Mistral Medium 3.5high1263––
97Gemini 3.1 Flash-Litehigh1256––
98Qwen 3.5 35B-A3Blow1254––
99Qwen 3.5 Flashmax1243––
100GPT-5.1 Codex Minihigh1243––
101Grok 4.1 Fasthigh1242––
102Mistral Large 3none1230––
103Gemini 2.5 Prohigh1226––
104Grok 4.1–1214––
105Devstral 2none1196––
106Mercury 2high1171––
107Grok 4 Fastnone1159––
108Devstral Medium 2507–1071––