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GraphQL vs REST vs gRPC

api_design Intermediate

Also Known As

REST vs GraphQL gRPC vs REST API protocol comparison

TL;DR

REST for public APIs and resource-oriented design, GraphQL for flexible client-driven queries, gRPC for high-performance internal service communication.

Explanation

REST: resource-based (nouns in URLs), standard HTTP methods, cacheable with CDN, well understood — best for public APIs and simple CRUD. GraphQL: client specifies exact fields needed, single endpoint, eliminates over/under-fetching, but complex caching and N+1 risks — best for frontend-driven APIs with diverse client needs. gRPC: Protocol Buffers binary serialisation, HTTP/2, bidirectional streaming, strongly typed contracts, 5-10x faster than JSON REST — best for internal microservice communication where performance matters.

Common Misconception

GraphQL is always better than REST because it avoids over-fetching — GraphQL adds N+1 risk, complex caching requirements, and operational overhead; for simple resource APIs, REST with sparse fieldsets is cleaner.

Why It Matters

Choosing the wrong API protocol forces expensive migrations — a public REST API chosen for a mobile app with highly variable data requirements causes persistent over-fetching; GraphQL would have been better.

Common Mistakes

  • GraphQL for internal service communication — gRPC is faster and better typed.
  • REST for APIs with deeply variable client data needs — GraphQL handles this naturally.
  • No DataLoader with GraphQL — N+1 problem makes GraphQL slower than REST without it.
  • gRPC for browser-facing APIs — gRPC requires grpc-web proxy for browser clients.

Code Examples

✗ Vulnerable
// REST for mobile app — persistent over-fetching:
GET /api/users/42
// Returns: all 25 fields
// Mobile needs: name, avatar (2 fields)
// 23 fields wasted on every request
✓ Fixed
// Right tool for the job:

// Public REST API — simple, cacheable, well-understood:
GET /api/products/42          → product data (CDN cacheable)

// GraphQL for mobile/web with varied needs:
query { user(id:42) { name avatar } }  → exactly 2 fields

// gRPC for internal PHP microservices:
// payment.proto: rpc Charge(ChargeRequest) returns (ChargeResponse)
// Generated PHP client + binary protocol
// 5x faster than JSON REST for high-frequency calls

Added 16 Mar 2026
Edited 22 Mar 2026
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DEV INTEL Tools & Severity
🔵 Info ⚙ Fix effort: Medium
⚡ Quick Fix
Use REST for simple CRUD with well-defined resources; use GraphQL when clients have highly varying data needs, multiple clients need different shapes, or you want to reduce over/under-fetching
📦 Applies To
any web api
🔗 Prerequisites
🔍 Detection Hints
REST API with 20+ endpoints all returning same large response; mobile app using 10% of REST response payload; multiple BFF REST APIs that GraphQL would unify
Auto-detectable: ✗ No postman graphql-playground
⚠ Related Problems
🤖 AI Agent
Confidence: Low False Positives: High ✗ Manual fix Fix: High Context: File

✓ schema.org compliant