Coding Agent Cloud How it works Pricing For agencies About us Contact Careers Blog Login Start your coding agent

Guide

Best Platforms to Deploy an AI App in 2026 (Compared for Non-Technical Founders)

Vercel, Netlify, Railway, Fly.io, Render, Lovable Cloud, and managed services like Ployed. Each one wins for a different kind of vibe coder. Here is the honest breakdown so you pick the right one the first time.

How to read this comparison

"Best" depends on what you optimise for. We rank platforms across five axes that actually matter for an AI generated app: ease of first deploy, scaling story, pricing predictability, security defaults, and how much you have to learn to operate it.

The seven platforms, scored

1. Vercel

Default for Next.js apps. Best in class developer experience, automatic preview deploys, generous free tier. Pricing climbs hard once you go past the free limits, especially on serverless function execution.

Best for: Next.js projects that fit in the free or pro tier. Watch out: serverless function bills on heavy AI workloads.

2. Netlify

Closest competitor to Vercel. Slightly behind on Next.js, slightly ahead on static sites and forms. Same free tier story.

Best for: static sites, Astro, plain React. Watch out: some Next.js features lag behind Vercel's parity.

3. Railway

Container based PaaS. You bring a Dockerfile (or it auto detects), Railway runs it. Far cheaper than Vercel for backend heavy apps. Excellent for Postgres + Node.

Best for: backend heavy apps with a database. Watch out: learning curve compared to Vercel one click deploy.

4. Fly.io

Closest to "deploy a real server in 30 seconds". Edge regions worldwide, good for low latency. Steeper if you have never used Docker.

Best for: apps where latency matters and you can read a Dockerfile. Watch out: the abstraction is thinner than Vercel, expect to debug occasionally.

5. Render

Pragmatic middle ground. Web services, background workers, cron jobs, managed Postgres. Pricing predictable.

Best for: standard SaaS architecture without learning DevOps. Watch out: not the cheapest at scale.

6. Lovable Cloud

Only relevant if you built on Lovable. Tightly integrated, custom domain via Entri, fully hosted. Pricing scales fast.

Best for: Lovable projects under five hundred concurrent users. Watch out: bills get ugly past that point.

7. Ployed

Managed deployment with human review. You bring your code from any builder, an engineer reviews and deploys. Includes monitoring, backups, custom domain, ongoing edits via the canvas editor. One predictable subscription.

Best for: non technical founders who want one bill and someone responsible. Watch out: not the cheapest if you can DevOps.

Comparison table

PlatformFree tierScalingSecurity defaultsRequired skill
VercelGenerousAuto, expensive past proGoodSome
NetlifyGenerousAutoGoodSome
Railway$5 trialManual scalingYou configureModerate
Fly.ioLimitedManual but powerfulYou configureHigh
RenderLimited freeManualGood defaultsSome
Lovable CloudIncluded in planUp to plan limitMixedNone
PloyedTrialManagedReviewed each releaseNone

Pricing reality at three sizes

SizeVercelRailwayLovable CloudPloyed
Side project (10 users)Free$5$20Trial
Real launch (1k users)$20-100$25$80+Subscription
Growth (10k users)$200-1000$100-300$300+Subscription

Which to pick by user type

  • Non technical, paying users from week one: Ployed. Read about managed deployment for AI apps.
  • Some technical comfort, Next.js: Vercel.
  • Backend heavy with Postgres: Railway or Render.
  • Latency sensitive globally: Fly.io.
  • Already on Lovable, small audience: Lovable Cloud.

The hidden cost no comparison table shows

The platforms above all assume you handle: env vars, secrets rotation, backups, monitoring, on call when things break. For a non technical founder that hidden cost is enormous, often higher than the platform bill itself. The case for managed deployment is almost entirely about absorbing that cost. Read more in human in the loop AI coding.

Frequently asked questions

Is Vercel always the right choice for Next.js?

For most projects yes. For backend heavy AI apps with long running jobs, Railway or Render can be cheaper.

Can I move between platforms later?

Yes if you own your code (Vercel, Netlify, Railway, Fly, Render, Ployed). Lovable Cloud needs an export step.

Does Ployed lock me in?

No. Your code lives in your GitHub or GitLab. You can leave at any time and take everything with you.

Ready to ship your app?

Ployed handles deployment, security and monitoring. A real engineer reviews every release. You keep building in the canvas editor.

Start your project