Benchmarks / Coding

Arena Image-to-WebDev

Human preference on generating websites from screenshots/images with agentic coding; Bradley-Terry rating.

51models
–Open Index weight
–last updated
LMArenapublisher

Arena Image-to-WebDev

Higher is better · best effort per model

Chart settings
51 of 51 selected

full table below

#ModelEffortScoreCost / taskHarness
1Opus 5.5max1749––
2Sonnet 5.5xhigh1740––
3GPT-6 Astramax1731––
4Fable 5.1max1720––
5GPT-6.1 Solmax1703––
6GPT-6 Solmax1661––
7Opus 5max1661––
8Muse Spark 1.3max1642––
9Qwen 3.8 Maxmax1638––
10Fable 5high1622––
11DeepSeek V4.1 Flashmax1609––
12GPT-5.6 Solxhigh1608–codex-harness
13Gemini 3.7 Flashhigh1603––
14Grok 4.6high1601––
15MiMo V2.6 Flashhigh1597––
16MiMo V2.6 Prohigh1595––
17Gemini 3.8 Flashhigh1593––
18GLM 5.3 Flashmax1581––
19Kimi K3max1579––
20Opus 4.7high1578––
21Grok 4.7xhigh1577––
22Qwen 3.8 27Bmax1576––
23GPT-6 Lunamax1570––
24Grok 4.5high1564––
25Gemini 3.6 Flashhigh1545––
26Opus 4.6high1543––
27GPT-5.6 Terraxhigh1540–codex-harness
28Muse Spark 1.1xhigh1540––
29Sonnet 5high1539––
30GPT-5.5xhigh1532–codex-harness
31Sonnet 4.6max1529––
32Kimi K2.6xhigh1521––
33GPT-5.6 Lunaxhigh1517–codex-harness
34Kimi K2.7 Code–1513––
35Gemini 3.5 Flashxhigh1512––
36Gemini 3.1 Prohigh1481––
37MiniMax M3max1473––
38Qwen 3.6 Plusmax1472––
39Gemini 3 Flashhigh1451––
40Gemini 3.5 Flash-Litexhigh1447––
41GPT-5.3 Codexxhigh1444–codex-harness
42Gemini 3 Prohigh1441––
43GPT-5.4xhigh1440––
44Kimi K2.5high1440––
45GLM 5 Vhigh1425––
46GPT-5.1high1421––
47Inkling Smallxhigh1410––
48Grok 4.3xhigh1375––
49Mistral Large 3none1362––
50Gemini 3.1 Flash-Litehigh1337––
51Gemini 2.5 Prohigh1285––