Prompt
What GraphQL infrastructure should I use?
Latest observation
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:
- your stack,
- data sources,
- team size,
- 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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Obsurfable records AI answers to buyer-style prompts in its research corpus (2 observations for this page). Metrics are distributions over observations, not a single static ranking.
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