MobileForge - Visual Fidelity: leaderboard
Metric: Point-wise visual fidelity (1-5): mean four-dimension rubric score a Gemini 2.5 Pro vision-language judge gives each generated screen against its reference design; 29 real mobile apps given as 309 screenshots with page-relationship annotations, each turned into a React, TypeScript and Tailwind project by one tool-using agent in a fixed harness (up to 50 iterations, build errors fed back); one run per app; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.6 | 2.99 |
| 2 | GPT-5 | 2.64 |
| 3 | Gemini 2.5 Pro | 2.56 |
| 4 | Claude Haiku 4.5 | 2.37 |
| 5 | Gemini 2.5 Flash | 2 |
| 6 | GPT-5 Mini | 1.6 |
Interactive version: theaggregate.ai/benchmark?slug=mobileforge-visual-fidelity · How It Works · Data refreshed daily, snapshot 2026-09-29.