About VibeToolRank
Who we are
VibeToolRank independently tests AI coding tools by hand. It is run by Peter Chen and based in Sydney, Australia.
How we test
Each published score uses the task, edition, date, and run count recorded for that tool, starting from the free tier, and is scored on outcome, speed, cost, developer experience and reliability. Those are not always the same task. Tools we haven't tested have no score. Read the full methodology.
Independence and affiliate policy
Some links on this site are affiliate links. Commissions never affect scores or rankings, and rankings are never for sale. Details are on our disclosure page.
Newsletter
Our free Tuesday newsletter covers new agent test results and free-tier changes. Unsubscribe anytime from any issue.