The benchmark for full-stack vibe coding.

End-to-end app generation with a real backend, auth and deploys. Nothing else closes the loop this cleanly.

Unmatched in-editor flow state.

Best-in-class inline edits and repo-wide context for developers who live in the editor.

Surgical terminal agent.

Exceptional at multi-file refactors and reasoning across large codebases from the command line.

Fast, beautiful UI scaffolds.

Great for isolated components and marketing surfaces; weaker on full application state.

The reliable everyday companion.

Still the smoothest inline completion, though less capable on whole-feature work.

Strong for quick hosted prototypes.

Instant environments and deploys; less refined once projects grow past prototype scale.

Quick spins, shallow depth.

Excellent for a first draft in minutes; needs manual work for production hardening.

Promising agentic editor.

Good flows and clean UX, still maturing on very large repositories.