Prompt-to-App Benchmark

Measured how far four no-code agents get from a single prompt: a task tracker with auth and a database.

Agents tested: Bolt.new, Lovable, Replit Agent, v0 LLM used: Mixed provider models Winner: Lovable

Lovable shipped a working UI, auth, and database schema fastest. Bolt.new was a close second but required more token budget. Replit Agent handled deployment end-to-end. v0 excelled at the frontend but needed external backend wiring.