MobileForge - Navigation: leaderboard
Metric: Navigation pass rate (%; share of 701 page-existence, tab-navigation and parent-child navigation test specifications passed by the generated app under state-isolated execution; 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 December 2026. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.6 | 92 |
| 2 | GPT-5 | 89 |
| 3 | Claude Haiku 4.5 | 85 |
| 4 | Gemini 2.5 Pro | 82 |
| 5 | Gemini 2.5 Flash | 62 |
| 6 | GPT-5 Mini | 58 |
Interactive version: theaggregate.ai/benchmark?slug=mobileforge-navigation · How It Works · Data refreshed daily, snapshot 2026-09-29.