The fairest way to compare Same.new and Dyad is on one concrete job: building a small business web app with user sign-in and per-user data. That job matters because these tools diverge at the exact point where pretty demos stop being enough. Same.new is strongest when the work is visual and frontend-shaped, while Dyad is built around a local codebase that can extend into backend logic.
This job exposes the failure modes that actually matter. A prototype can fake a dashboard with placeholder data, but a real app needs authentication, session handling, database rules, and confidence that one user cannot see another user's records. That is where visual speed, local control, and the cost of fixing generated code stop being abstract feature claims and become operational risk.