GraphQL is excellent for some product surfaces and expensive for others.
Great fit
Complex client-driven queries across related entities with strong schema ownership.
Poor fit
Simple CRUD APIs, heavy public caching needs, or teams without schema governance.
Operational cost
N+1 risks, auth complexity, and caching require mature tooling — budget for it.