Vibeleaderboard

What is the best backend platform for a vibe-coded app?

Prefer a platform where authorization lives in the database rather than in application code. Row-level security is enforced no matter which route an agent writes next, and route-level checks are what agents forget.

Surveyed 10 August 2026

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No.Tool
  1. 01
    PocketBase

    Single-file Go backend — SQLite, realtime, auth, storage, admin UI. Drop-in BaaS.

    Developer Tools
  2. 02
    Supabase

    Open-source Firebase alternative — Postgres database, auth, realtime, storage, and edge functions in one

    Developer Tools
  3. 03
    SQLite

    Embedded SQL database. Self-contained, serverless, zero-config SQL database in a single file. Public domain and ubiquitous — great for local-first apps, edge, and small services.

    Developer Tools
  4. 04
    Firebase

    Google's BaaS — auth, Firestore, realtime DB, hosting, functions, analytics, push.

    Developer Tools
  5. 05
    Supabase Storage

    S3-compatible storage on Supabase. S3-compatible object storage built into Supabase, with row-level security, image transformations, and a CDN. Billed by storage and bandwidth on top of your project plan.

    Developer Tools
  6. 06
    AWS S3

    Industry-standard object storage. The original object storage service. Effectively unlimited storage, durable, with lifecycle policies, versioning, and tiered classes.

    Developer Tools

Ordered by the VibeLeaderboard index, re-surveyed each edition. Something missing?

What to look for

  • 01Is access control enforced at the data layer? Application-level checks fail open on the route someone forgot.
  • 02Can you run it locally? Developing against production is how agent-assisted work causes real damage.
  • 03Are migrations versioned files in the repository, or clicks in a dashboard?

Common questions

Why does row-level security matter for AI-generated code?
Because an agent adding a new endpoint will not reliably repeat your authorization check. Enforced in the database, the rule holds regardless of which route reaches the table.
Is row-level security enough on its own?
Not quite. It is row-level, so a policy allowing users to update their own profile permits updating any column on that row — including privilege flags. Protect sensitive columns with a trigger as well.

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