High-throughput Go Framework Benchmarks: Gin, Fiber, Kratos

High-throughput Go Framework Benchmarks: Gin, Fiber, Kratos The Testing Methodology (Beyond Hello World) We set up our benchmark tests on standard AWS hardware using a c6i.2xlarge instance (8 vCPUs, 16 GiB RAM) running Ubuntu 22.04 LTS. Both the testing client and the server running the Go application were placed in the same VPC to completely minimize any margin of error caused by physical network latency. In this testing scenario, each framework will process a GET request directed to the /ping endpoint. This endpoint does not merely return a static JSON response; it is forced to execute a middleware to extract (or generate) a Request ID from the HTTP Header (X-Request-ID), attach that information to the processing context, and execute a simulated query against a PostgreSQL database via a database connection retrieved from an optimized connection pool. Utilizing a simulated database query allows us to accurately measure the framework’s asynchronous interaction capabilities during an I/O block, while also evaluating its resource deallocation mechanisms and its ability to propagate Context Cancelation signals down the stack. ...

July 17, 2026 · 16 min · Lê Tuấn Anh