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Best platform to deploy a web app

3 models · updated 2026-06-29

The verdict

Render leads — 0 of 3 models rank Render the top startup.

Not unanimous: ChatGPT picks Fly.io; Claude picks Railway; Gemini picks Railway.

Combined ranking

  1. 1
    Render—5 pts
    GPT #4Claude #5Gemini #4· Simple managed hosting for web apps, workers, and databases.
  2. 2
    Railway—5 pts
    GPT —Claude #4Gemini #3· Dead-simple full-stack hosting with automatic database provisioning.
  3. 3
    Fly.io—4 pts
    GPT #3Claude —Gemini #5· Strong full-stack app hosting close to users worldwide.

Not ranked (incumbents): Vercel, Cloudflare, Netlify

By model

ChatGPT

  1. 1.Vercel
  2. 2.Cloudflare
  3. 3.Fly.io
  4. 4.Render
  5. 5.Netlify

Claude

  1. 1.Vercel
  2. 2.Cloudflare
  3. 3.Netlify
  4. 4.Railway
  5. 5.Render

Gemini

  1. 1.Cloudflare
  2. 2.Vercel
  3. 3.Railway
  4. 4.Render
  5. 5.Fly.io

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously