Independent rankings · Updated Oct 20, 2026

What should I use to build this?

Picking tools is the boring part, so we do it for you. AI tools for vibe coders and builders, ranked by the job you need done, with a plain-English note on who each one is really for.

I want AI to write the code

Coding agents

The test:Add email and password login to a small starter app, with tests passing.

1

Claude CodeOur pick

Best for: Big, multi-file changes from the terminal
The strongest at planning and finishing large changes on its own.
Paid Test pending
2

Cursor

Best for: An editor-first experience
The smoothest way to code with AI inside a familiar editor.
Free tier Test pending
3

OpenAI Codex

Best for: Running many tasks in parallel
Good for handing off a queue of small tasks to the cloud.
Paid Test pending
4

GitHub Copilot

Best for: Teams already on GitHub
Fits right into pull requests and issues you already use.
Free tier Test pending
5

Windsurf

Best for: A Cursor alternative
A capable AI editor with a generous starting plan.
Free tier Test pending
6

Aider

Best for: Free and open source
Works with any model you bring, straight from your terminal.
Free Test pending
Full coding agents ranking and FAQ →

I want an app from one prompt

App builders

The test:From one prompt, build a to-do app with accounts and deploy it.

1

LovableOur pick

Best for: Full-stack apps from a prompt
Gets you a real app with a backend fastest.
Free tier Test pending
2

Bolt.new

Best for: Idea to running app in the browser
Instant preview and quick iteration, no setup.
Free tier Test pending
3

Replit Agent

Best for: Code, hosting and database together
Everything in one place, including deploy.
Free tier Test pending
4

v0

Best for: Polished React and Next.js UI
The best-looking front ends out of the box.
Free tier Test pending
5

Base44

Best for: Non-coders
The simplest path to a working internal tool.
Free tier Test pending
Full app builders ranking and FAQ →

I need somewhere to keep my data

Databases and backend

The test:Set up a users table with login and row-level security, then connect a starter app.

1

SupabaseOur pick

Best for: The default backend for vibe-coded apps
Database, auth and storage in one, and most AI builders know it.
Free tier Test pending
2

Convex

Best for: Real-time apps in plain TypeScript
No SQL, live updates built in, and great with coding agents.
Free tier Test pending
3

Neon

Best for: Serverless Postgres with branching
A database branch for every preview deploy.
Free tier Test pending
4

Firebase

Best for: Teams already on Google
Mature and reliable, with a steeper learning curve.
Free tier Test pending
5

Turso

Best for: Lightweight SQLite at the edge
Tiny, fast and cheap for small apps.
Free tier Test pending
Full databases and backend ranking and FAQ →

I need it online

Hosting and deploy

The test:Deploy the same Next.js app with a custom domain, and record time to first deploy and monthly cost.

1

VercelOur pick

Best for: Next.js and front ends
Push to GitHub and it's live. Watch costs as you grow.
Free tier Test pending
2

Netlify

Best for: Static sites and front ends
An easy, dependable alternative to Vercel.
Free tier Test pending
3

Cloudflare

Best for: Price and global speed
Very cheap at scale, with a bit more setup.
Free tier Test pending
4

Railway

Best for: Back ends, workers and databases
The easiest home for everything that isn't a front end.
Paid Test pending
5

Render

Best for: Simple full-app hosting
Predictable pricing and few surprises.
Free tier Test pending
6

Fly.io

Best for: Containers close to users
Powerful, but best if you're comfortable with Docker.
Paid Test pending
Full hosting and deploy ranking and FAQ →

I want AI inside my app

AI APIs and models

The test:Run 3 jobs through each API (write a function, pull data out of a PDF, answer support questions), scored for quality, speed and cost.

1

Anthropic Claude APIOur pick

Best for: Coding and agents
Top pick for anything that writes code or uses tools.
Pay as you go Test pending
2

OpenAI API

Best for: The widest set of features
Text, images, voice and more under one account.
Pay as you go Test pending
3

Google Gemini API

Best for: Long context and price for value
Handles huge inputs cheaply, with a free tier to start.
Free tier Test pending
4

OpenRouter

Best for: Trying many models with one key
Swap models without changing code.
Pay as you go Test pending
5

Groq

Best for: Speed
The fastest responses for open models.
Free tier Test pending
6

Mistral

Best for: Open-weight models
Strong models you can also run yourself.
Free tier Test pending
Full ai apis and models ranking and FAQ →

Questions people ask

What is Stackpick?

Stackpick is a free, ranked guide to AI tools for vibe coders and builders. It answers one question: what should I use to build this? Tools are sorted by the job you need done, with a plain-English note on who each one is for.

What is the best AI coding agent?

For most builders, Claude Code is the best AI coding agent for big, multi-file changes, and Cursor is the best if you want AI inside a familiar editor. Aider is the best free, open-source option.

What is the best AI app builder?

Lovable is the best AI app builder for a full-stack app from one prompt. Bolt.new is fastest from idea to a running app in the browser, and v0 makes the best-looking React and Next.js front ends.

What is the best database for a vibe-coded app?

Supabase is the best default backend for vibe-coded apps, because it bundles database, auth and storage and most AI builders already know it. Convex is best for real-time apps in plain TypeScript.

Where should I host an app I built with AI?

Vercel is the best host for Next.js and front ends: push to GitHub and it's live. Railway is the easiest home for back ends, workers and databases, and Cloudflare is cheapest at scale.

What is the best AI API for building an agent?

The Anthropic Claude API is the best for coding and agents. The OpenAI API has the widest set of features, and the Google Gemini API is the best for long context and price for value.

How does Stackpick rank AI tools?

Every tool in a use case runs the same standard test. The score is 50% result quality, 20% speed and effort, 20% price for value and 10% ease of starting. Until a tool's test is done, it shows Test pending and stays in our current pick order.

Can tool makers pay for a higher ranking?

No. Rankings are never for sale. Tool makers can buy a clearly labeled featured spot in the weekly letter, and some links may be affiliate links, but neither changes a ranking.

How often is Stackpick updated?

New tool releases are checked every day and added to New this week. Rankings change when a standard test is published, and every change goes out in the weekly letter.