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Code High | Image-to-WebDev

View overall rankings across AI models on their ability to generate websites from images and screenshots, alongside agentic coding workflows that involve multi-step reasoning and tool use.

Jul 17, 2026
69,997 votes
31 models
Rank by
Rank Spread
1
11
Anthropic
claude-fable-5
Anthropic · Proprietary
1627+15/-15
1,930$10 / $501M
2
23
Anthropic
claude-opus-4-7-thinking
Anthropic · Proprietary
1581+12/-12
4,282$5 / $251M
3
24
Anthropic
claude-opus-4-7
Anthropic · Proprietary
1567+11/-11
4,618$5 / $251M
4
310
Anthropic
claude-opus-4-6-thinking
Anthropic · Proprietary
1547+11/-11
5,279$5 / $251M
5
410
Anthropic
claude-sonnet-4-6
Anthropic · Proprietary
1544+11/-11
5,538$3 / $151M
6
411
Anthropic
claude-opus-4-6
Anthropic · Proprietary
1537+11/-11
5,273$5 / $251M
7
412
Anthropic
claude-sonnet-5-high
Anthropic · Proprietary
1533+16/-16
1,492$2 / $101M
8
412
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1525+11/-11
4,210$5 / $30N/A
9
613
kimi-k2.6
Moonshot · Modified MIT
1519+12/-12
3,287$0.95 / $4262.1K
10
415
Bytedance
seed-2.1-pro-preview
Bytedance · Proprietary
1518+22/-22
739N/AN/A
11
415
kimi-k2.7-code
Moonshot · Modified MIT
1517+21/-21
822$0.82 / $3.75262.1K
12
714
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1510+11/-11
4,607N/AN/A
13
1017
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1495+11/-11
4,344N/AN/A
14
918
gemini-3.5-flash-medium
Google · Proprietary
1487+19/-19
984$1.50 / $91M
15
1318
gemini-3.1-pro-preview
Google · Proprietary
1482+10/-10
5,891$2 / $121M
16
1119
minimax-m3
MiniMax · MiniMax Community License
1481+16/-16
1,422$0.60 / $2.40N/A
17
1319
qwen3.6-plus
Alibaba · Proprietary
1473+11/-11
4,887$0.33 / $1.951M
18
1622
gemini-3-flash
Google · Proprietary
1457+9/-9
6,893$0.50 / $31M
19
1426
gemini-3-pro
Google · Proprietary
1453+21/-21
1,091$2 / $121M
20
1826
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440+14/-14
2,498$1.75 / $14400K
21
1826
kimi-k2.5-thinking
Moonshot · Modified MIT
1439+17/-17
1,736$0.60 / $3N/A
22
1826
gpt-5.4
OpenAI · Proprietary
1435+16/-16
1,624$2.50 / $151.1M
23
1926
gemini-3-flash (thinking-minimal)
Google · Proprietary
1426+10/-10
6,692$0.50 / $31M
24
1926
gpt-5.1-high
OpenAI · Proprietary
1421+21/-21
1,112$1.25 / $10400K
25
1926
glm-5v-turbo
Z.ai · Proprietary
1420+18/-18
1,214$1.20 / $4202.8K
26
1926
kimi-k2.5-instant
Moonshot · Modified MIT
1415+21/-21
1,094$0.57 / $2.85262.1K
27
2728
grok-4.3
SpaceXAI · Proprietary
1371+12/-12
3,327$1.25 / $2.501M
28
2730
gpt-5.1
OpenAI · Proprietary
1345+20/-20
1,262$1.25 / $10400K
29
2830
gemini-3.1-flash-lite-preview
Google · Proprietary
1330+11/-11
5,818$0.25 / $1.501M
30
2831
mistral-large-3
Mistral · Apache 2.0
1307+42/-42
266$0.50 / $1.50N/A
31
3031
gemini-2.5-pro
Google · Proprietary
1276+20/-20
1,181$1.25 / $101M

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