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// ROUTE_TRANSITION_SYS :: BLOG/GRPC VS REST MICROSERVICES COMMUNICATION/
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// KROMA CODE BLOG :: BACKEND ARCHITECTURE

gRPC vs. REST APIs in 2026: When to Use Protocol Buffers over JSON for Microservices

Shishir Singhβ€’ 11 min readβ€’July 19, 2026
πŸ’‘ ARTICLE EXECUTIVE SUMMARY: "JSON serialization overhead can eat up 30% of backend CPU cycles. Discover how gRPC over HTTP/2 with binary Protocol Buffers accelerates internal microservice communication by 7x."

1. The Hidden Cost of JSON Serialization

Parsing string-based JSON payloads across internal microservice networks requires significant CPU cycles for string parsing and memory allocations. gRPC replaces JSON with binary Protocol Buffers (Protobuf) over multiplexed HTTP/2 streams.

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Written by Shishir Singh (Founding Engineer at Kroma Code, Lucknow)
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