The honest guide to a noisy field.
We wrote the same six real-world features with each assistant — authentication, a payments flow, a data pipeline, tests, a refactor, and docs. The gap between best and worst was wider than we expected.
We gave each generator the same art direction brief, then tested control, editability, licensing, and consistency across 60 prompts.
