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How do you test GraphQL APIs differently from REST APIs?

  • graphql
  • query testing
  • API differences

Answer it first, then compare. Nothing here is saved or scored.

Model answer

Key differences: (1) Single endpoint, so test different query shapes, not different URLs. (2) Test query depth limits and complexity to prevent abuse. (3) Test fragments, nested queries, and pagination (cursor-based). (4) Verify type system compliance, fields return correct types. (5) Test error handling, partial failures (some fields resolve, some error). (6) Subscription testing for real-time features. (7) Test query variables and input validation. (8) Performance: N+1 query detection, dataloader effectiveness. Use tools like graphql-request or Apollo testing utilities.

What interviewers listen for

  • Schema-first thinking
    You validate response shape before you assert on values, every time.
  • Status-code literacy
    You can defend why 401 vs 403 vs 422 matters for the consumer.
  • Contract awareness
    You know when consumer-driven contract tests beat end-to-end checks.
  • Auth fluency
    You can describe rotating tokens across parallel workers without secrets in logs.

See all 35 api testing questions

Written by , Senior QA Automation Engineer, 50+ QA candidate interviews conductedLast updated July 2026