Use Case
Add a DatabaseWhen your app needs to save stuff, you'll need one of these...
Updated
May 10, 2026
Ranking Criteria
These picks balance developer experience, beginner friendliness, scaling headroom, and how likely the data model is to age well.
Matt’s Note
The best database choice depends on the kind of app you are building, how your data is structured, and how much infrastructure you want to own.
Matt's Vibe Tiers
Matt's Pick
The one I would send most builders to first.
Best for Beginners
Safer defaults, lighter setup pain, less yak shaving.
Best in Class
Strongest overall tools when power matters more than hand-holding.
Worth Considering
Good fits with caveats, niches, or ecosystem bias.
Quick Picks
If you do not want to decode the whole tier board first, start here.
Best all-around default
Supabase is the easiest recommendation when you want Postgres power without a miserable setup curve.
Fastest path for app-backend velocity
Firebase is still great when speed matters more than modeling everything perfectly on day one.
Best if you want serverless Postgres
Neon is strong when you want modern Postgres infrastructure without also adopting a giant app platform.
Best for lightweight edge-ish SQLite setups
Turso is interesting when your app wants SQLite ergonomics with a distributed deployment story.
Latest Video
These picks balance developer experience, beginner friendliness, scaling headroom, and how likely the data model is to age well.
Ranked Breakdown
This is the editorial core of the page: the ranked tools, the fit, and the reasoning behind each recommendation.
Fast enough to build with AI, but real enough to build something shippable.
The Postgres development platform: database, auth, storage, realtime, and edge functions in one dashboard. A Firebase-like developer experience powered by Postgres and open source building blocks.
Very fast path from idea to working app when you need backend services now.
Google’s app development platform for building, shipping, and monitoring web and mobile apps. Batteries-included backend services: databases, auth, hosting, storage, functions, analytics, crash reporting, and more.
A great option when you specifically want modern Postgres infrastructure and branching-style workflows.
Serverless Postgres platform with autoscaling, branching, read replicas, restore history, and modern developer workflows. A strong option when you want Postgres infrastructure without adopting a whole all-in-one backend platform.
A smart niche option when SQLite fits your app shape and you want a different performance/deployment profile.
Distributed SQLite database platform built around libSQL, hosted databases, embedded sync, and lightweight app data workflows. Interesting when your app fits SQLite ergonomics but still needs a cloud deployment and scaling story.
For most vibe-coded apps, Supabase is the best all-around database pick because it gives you Postgres, auth, storage, policies, and a dashboard without making setup feel like a side quest.
If you want the fastest beginner-friendly backend, Firebase is still hard to beat. If you specifically want modern serverless Postgres, look at Neon. If your app fits a lightweight SQLite-style model, Turso is the interesting alternative.
A database is where your app starts keeping receipts.
It is not just “a place to store stuff.” It decides:
That is why database decisions feel small at the prototype stage and surprisingly expensive once the app has momentum.
You probably need a real database when:
You almost certainly need one when your app has:
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The Postgres development platform: database, auth, storage, realtime, and edge functions in one dashboard. A Firebase-like developer experience powered by Postgres and open source building blocks.
Google’s app development platform for building, shipping, and monitoring web and mobile apps. Batteries-included backend services: databases, auth, hosting, storage, functions, analytics, crash reporting, and more.
Serverless Postgres platform with autoscaling, branching, read replicas, restore history, and modern developer workflows. A strong option when you want Postgres infrastructure without adopting a whole all-in-one backend platform.
Distributed SQLite database platform built around libSQL, hosted databases, embedded sync, and lightweight app data workflows. Interesting when your app fits SQLite ergonomics but still needs a cloud deployment and scaling story.
FAQ
Not always, but SQL-backed tools age very well as app complexity increases. Small apps become medium apps faster than people expect.
They optimize for first setup instead of the queries, permissions, and product logic they will need three months later.
Yes, especially when speed matters. You just want to be honest about whether its data model fits what you are building.
