Prompt

What GraphQL infrastructure should I use?

Technology · Developer Tools / Developer tools2 observationsLast seen Jul 15, 2026

Latest observation

Jul 15, 2026 · OpenAI APIWeb search: off

It depends mostly on your app shape, team size, and deployment preferences. Here’s a practical way to choose:

Good default choices

1) Managed GraphQL platform

Best if you want the fastest path to production and minimal ops.

  • Apollo GraphOS / Apollo Server
    Best for: larger teams, federation, schema governance, analytics, enterprise workflows.
  • Hasura
    Best for: Postgres-backed apps, rapid CRUD, instant GraphQL over DB, event triggers.
  • AWS AppSync
    Best for: AWS-native stacks, real-time subscriptions, mobile apps, managed auth/integration.
  • GraphQL Yoga / Helix / Mercurius
    Best for: lightweight custom servers if you want control without heavy framework lock-in.

2) Self-hosted GraphQL server

Best if you want full control and already run backend infra.

  • Node.js + Apollo Server if you want the most common ecosystem
  • GraphQL Yoga if you want modern, simple, framework-agnostic setup
  • Mercurius if you’re on Fastify and want performance
  • NestJS GraphQL if you prefer structured enterprise-style TypeScript

3) GraphQL over database

Best if most of your API is data-access and you want speed.

  • Hasura or PostGraphile
  • Great for:
    • internal tools
    • dashboards
    • MVPs
    • apps with a lot of standard CRUD

Quick recommendations by scenario

  • MVP / small team / move fast: Hasura or Apollo Server
  • Postgres-heavy app: Hasura or PostGraphile
  • Complex business logic / custom integrations: Apollo Server or GraphQL Yoga
  • AWS-first architecture: AppSync
  • Enterprise scale / many services: Apollo GraphOS with federation
  • Want simplest modern custom server: GraphQL Yoga

What matters when choosing

Consider:

  • Data sources: Postgres, REST, microservices, SaaS APIs?
  • Auth needs: role-based access, row-level security, multi-tenant?
  • Real-time: subscriptions, live updates, notifications?
  • Ops tolerance: do you want managed or self-hosted?
  • Scale / composition: one service or many teams/services?

My default advice

If you didn’t give more context, I’d suggest:

  • Hasura if your backend is mostly Postgres and CRUD
  • Apollo Server if you need custom logic and a common ecosystem
  • GraphQL Yoga if you want a clean, modern, flexible self-hosted server

If you tell me:

  1. your stack,
  2. data sources,
  3. team size,
  4. and whether you want managed vs self-hosted,

I can recommend one option very specifically.

Observation history

See 1 earlier observation

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