multimodal benchmark
Vision2Web Leaderboard
Vision2Web evaluates multimodal models on converting visual designs and screenshots into functional web pages, measuring end-to-end design-to-code capability.
Updated Aug 17, 2026
Models3
Model coverage3
MetricScore
EvidenceB
Vision2Web Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAC | Score69.0% | Percentile100.0% | Participants3 | EvidenceC | Evaluated |
| Rank02 | ModelAC | Score62.9% | Percentile50.0% | Participants3 | EvidenceC | Evaluated |
| Rank03 | ModelZA | Score31.0% | Percentile0.0% | Participants3 | EvidenceC | Evaluated |
Vision2Web Highlights
The leading models and scores on this benchmark.
Vision2Web Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Vision2Web
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis vision2web AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01ACQwen3.8 MaxAlibaba Cloud / Qwen Team
- Score
- 69.0%
- Price
- $2.0 input / $6.0 output per 1M tokens
Strengths
- Ranks #1 of 3 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures Vision2Web, not total model capability
- 02ACQwen3.8-27BAlibaba Cloud / Qwen Team
- Score
- 62.9%
Strengths
- Ranks #2 of 3 compared models
- 50th percentile on this benchmark
- C evidence result
Considerations
- This result measures Vision2Web, not total model capability
- 03ZAGLM-5V-TurboZhipu AI
- Score
- 31.0%
- Price
- $5.0 input / $22 output per 1M tokens
Strengths
- Ranks #3 of 3 compared models
- 0th percentile on this benchmark
- C evidence result
Considerations
- This result measures Vision2Web, not total model capability
Selection summary
Best AI Models for Vision2Web
Qwen3.8 Max currently leads Vision2Web with 69.0%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is Vision2Web?
What Vision2Web measures and how its scores work.
Vision2Web evaluates multimodal models on converting visual designs and screenshots into functional web pages, measuring end-to-end design-to-code capability.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Vision2Web
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- vision2web|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Vision2Web.
Which model scores highest on Vision2Web?
Qwen3.8 Max is currently ranked first with 69.0%.
What does Vision2Web measure?
Vision2Web evaluates multimodal models on converting visual designs and screenshots into functional web pages, measuring end-to-end design-to-code capability.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
3 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.