Guides provide comprehensive, hands-on tutorials to help you implement performance testing in your projects. Whether you’re starting from scratch or looking to deepen your benchmarking expertise, these guides walk you through real-world scenarios with complete code examples.Documentation Index
Fetch the complete documentation index at: https://codspeed.io/docs/llms.txt
Use this file to discover all available pages before exploring further.
How to Benchmark my Code?
These guides teach you the fundamentals of benchmarking in your language, from writing your first benchmark to running them continuously in CI.How to Benchmark Python with pytest
Learn benchmarking from scratch with pytest-codspeed: write benchmarks with
fixtures, parametrized tests, setup isolation, and integrate with CodSpeed
for continuous performance testing.
How to Benchmark Rust with divan
Learn benchmarking from scratch with divan: write benchmarks with arguments,
type generics, dynamic inputs, and integrate with CodSpeed for continuous
performance testing.
How to Benchmark C++ with Google Benchmark
Learn benchmarking from scratch with google_benchmark: write benchmarks with
arguments, fixtures, and integrate with CodSpeed for continuous performance
testing.
How to Benchmark Java with JMH
Learn benchmarking from scratch with JMH: project setup with Maven and
Gradle, parameterized benchmarks, JVM pitfalls, profilers, and CodSpeed CI
integration.
How to Benchmark Go with the testing Package
Learn benchmarking from scratch with Go’s standard library: sub-benchmarks,
parallel benchmarks, benchstat, pprof profiling, and CodSpeed CI
integration.
Specialized Guides
Guides organized by topic, covering benchmarking strategies, API testing, database performance, and framework-specific integrations.Benchmarking Strategy & Tools
Choosing the Right Python Benchmarking Strategy
Compare different Python benchmarking approaches—from command-line tools
like
time and hyperfine to integrated frameworks like timeit and
pytest-codspeed.API Performance Testing
Benchmarking a Go Gin API
Build a Gin HTTP API, write clean benchmarks for all routes, optimize
measurement accuracy, and catch performance regressions in CI with
flamegraph analysis.
Database Performance Testing
Advanced tutorials for benchmarking applications with database interactions, including setup strategies and CI integration.NestJS + MongoDB with Vitest
Benchmark a NestJS API with MongoDB using Vitest benchmarks. Includes Docker and testcontainers setup patterns.
NestJS + MongoDB with tinybench
Alternative approach using tinybench for MongoDB performance testing in Node.js applications.