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Who AI recommends

Who AI recommends for cloud hosting and managed databases for developers

We asked ChatGPT, Gemini, Perplexity and Claude 5 buyer questions about cloud hosting and managed databases for developers and counted who each one named. Checked October 15, 2026. AI answers change, so treat this as a snapshot.

What stands out

  • AWS was named most, in 16 of 20 answers.
  • Only one engine named MongoDB Atlas (Claude), Northflank (Perplexity), Render & Railway (Gemini), so which assistant a buyer uses changes who they hear about.
  • Railway, Neon, Microsoft Azure appeared in some answers but not most. That is the gap a brand can close with clearer pages.

Named most often

Out of 20 answers. A name counts once per answer.

  1. 1AWS16 of 20 answers · ChatGPT, Gemini, Perplexity and Claude
  2. 2DigitalOcean12 of 20 answers · ChatGPT, Gemini, Perplexity and Claude
  3. 3Vercel11 of 20 answers · Gemini, Claude, ChatGPT and Perplexity
  4. 4Render10 of 20 answers · Gemini, Claude and Perplexity
  5. 5Railway9 of 20 answers · Gemini, Perplexity and Claude
  6. 6Neon8 of 20 answers · Claude, Gemini and Perplexity
  7. 7Microsoft Azure7 of 20 answers · ChatGPT, Claude and Perplexity
  8. 8Postgres7 of 20 answers · Claude and Perplexity
  9. 9Heroku6 of 20 answers · Gemini and ChatGPT
  10. 10PaaS6 of 20 answers · Gemini and ChatGPT

The questions we asked

Best cloud hosting and managed databases for developers

  • ChatGPT: AWS, Microsoft Azure, DigitalOcean, Vultr & Linode, Vultr, Linode, Amazon RDS, PostgreSQL
  • Gemini: PaaS, Vercel, DigitalOcean, Render, Railway, Render & Railway, Heroku, AWS
  • Perplexity: AWS, DigitalOcean, Northflank, DigitalOcean Managed Databases, PostgreSQL
  • Claude: AWS, Aurora, Cloud SQL, Microsoft Azure, Vercel, Render, Postgres, Supabase

Which cloud hosting and managed databases for developers would you recommend for a startup?

  • ChatGPT: AWS, Microsoft Azure, DigitalOcean, Easy, Vercel, Aurora, PostgreSQL
  • Gemini: Vercel, Render, Railway, Heroku, AWS, DigitalOcean, Host, Neon
  • Perplexity: Render, Railway, Neon, Supabase, PostgreSQL, Postgres, Vercel, AWS
  • Claude: Render, Railway, Vercel, Supabase, Neon, Postgres, AWS

What are the best cloud hosting and managed databases for developers?

  • ChatGPT: AWS, Strengths, PaaS, Microsoft Azure, DigitalOcean, Vultr & Linode, Vultr
  • Gemini: PaaS, Vercel, Render, Railway, Heroku, DigitalOcean, Easy, AWS
  • Perplexity: Postgres, AWS, Northflank, Render, Fly.io, Microsoft Azure, PostgreSQL, Neon
  • Claude: AWS, Aurora, Cloud SQL, Microsoft Azure, Vercel, Render, Postgres, Supabase

Top cloud hosting and managed databases for developers in 2026

  • ChatGPT: AWS, Microsoft Azure, Open, Alibaba, Oracle Cloud Infrastructure
  • Gemini: AWS, PaaS, Vercel, 2026 Context, Render & Railway, Render, Railway, Heroku
  • Perplexity: AWS, Northflank, Railway, DigitalOcean, PostgreSQL, Amazon RDS, Aurora, Google Cloud SQL
  • Claude: AWS, Vercel, Supabase, Postgres, Neon, PlanetScale, MongoDB Atlas

Best affordable cloud hosting and managed databases for developers

  • ChatGPT: DigitalOcean, Easy, Ideal Use, Linode, Vultr, Heroku, PaaS, Affordable Managed Database Services
  • Gemini: PaaS, Hetzner, Heroku, Vercel, Host, DigitalOcean, Linode, Vultr
  • Perplexity: DigitalOcean, Host, Self, CloudClusters
  • Claude: Hetzner, DigitalOcean, Postgres, Render, Railway, Fly.io, Neon, Supabase

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  • How many AI answers name you, with the real answers shown
  • Who AI picks instead, and the reasons it gives
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How this was made: each question was sent to the engines named above, once, with no browsing on ChatGPT. Names are taken from the answers as written. More categories.