# About Benchmark Lab

Benchmark Lab is run by a small team of engineers and product operators who build and ship software professionally. We got tired of "best of" lists that rank tools by which one pays the highest affiliate commission, so we built a site that publishes the raw test data instead of just a verdict.

Every ranking is backed by a published methodology, a fixed set of test criteria set before testing begins, and a full score breakdown - not just a final number.

## Editorial standards

- Test criteria are published before testing and never adjusted after seeing results.
- Every score shown on this site is a component of a public methodology, not a subjective rating.
- We re-test categories as tools ship major updates.
- Affiliate relationships never influence scoring - see our full disclosure below.

## How we're funded

Benchmark Lab may earn a commission when a reader signs up for a tool through a link on this site. This does not change the price a reader pays, and it never factors into test criteria, scoring, or ranking order. Our full methodology page shows exactly how each score is calculated so readers can verify results themselves.

## Contact

Questions about a ranking or a correction request: hello@thebenchmarklab.com