The fairest way to compare Bolt and Replit is to judge them on one concrete job: building a functional full-stack prototype with user logins, persistent data, and background logic. They genuinely diverge here because Bolt is optimized around in-browser generation and preview, while Replit is built around cloud execution environments that behave more like actual development machines.
That job exposes the failure modes that matter because the first screen is rarely the problem. The real breakpoints show up when generated code needs secrets, database changes, long-running processes, and repeated fixes without collapsing the app or the budget.