Lab Score
Products in the same use case face the same input, task, time constraints and success criteria. We publish what was tested and when.
Our methodology
Every recommendation should show its work.
We separate measurable performance, quality of evidence and personal suitability so one impressive number never hides the tradeoffs.
Evidence Score
Official documentation, hands-on tests and independent sources carry different weight. Important facts include their source and verification date.
Fit Score
Your budget, workflow, platform, language and must-have features shape the result. A strong tool can still be the wrong tool for you.
Editorial independence
Sponsorship and affiliate relationships are labeled and kept outside organic scoring. Vendors may correct facts, but they cannot purchase a better score. We show meaningful limitations alongside strengths and track material pricing or lifecycle changes.