Vibe-coded app quality leaderboard
Every app here was scanned independently, from the outside, with no access to its code. Scores come from checks that either pass or fail: accessibility, security headers, and cookie flags. Ranked best first over the last 30 days.
421apps scanned
87median score
35scored 90+
16scored under 80
Top of the board
| # | App | VibeScore | Scorecard |
|---|---|---|---|
| 1 | Chronic-california chronic-california.vercel.app | 100 | View card |
| 2 | Bite-sized bite-sized.base44.app | 97 | View card |
| 3 | Pic2plate pic2plate.base44.app | 96 | View card |
| 4 | Colossal-renal-path-pro colossal-renal-path-pro.base44.app | 92 | View card |
| 5 | Whimsical-clear-care-path whimsical-clear-care-path.base44.app | 91 | View card |
| 6 | Study-load-ease-veronica study-load-ease-veronica.base44.app | 91 | View card |
| 7 | Hru-daily-pulse hru-daily-pulse.base44.app | 90 | View card |
How this board works
- Only the top is listed. There is no bottom of the board, and we never publish a ranking of the worst-scoring apps. Apps outside the top ten appear only inside the counts above.
- Being named is opt-in. We scan apps we find publicly for research and feedback, but an app is named here only if its builder asked to be entered.
- A score is not a security guarantee. A free scan checks the public surface only, before anyone logs in. A high score means the outside of the app is clean, not that the whole app is.
Cleanest Vibe-Coded App of the Month. The top entry each month gets a human-verified scan on us, the winner badge for their site, and a write-up. Entering is just running a free scan and ticking the leaderboard box.
Scan your app and enterExploring your app…18%
GET / · 200 OK · mapping links