A portfolio project by Hamza Mehmood

Did the variant really win?

Type in the results of an A/B test. This tells you whether the difference is likely real, how big it could plausibly be, and whether the traffic split itself looks trustworthy. Everything runs in your browser; nothing is sent anywhere.

1. Analyze a test

2. Plan a test: how many visitors do you need?

3. Why you should not peek

Imagine testing two identical versions. A properly run 95% test falsely announces a winner about 5% of the time. But if you check the results repeatedly and stop the moment it looks significant, you will be fooled far more often. This simulates 1,000 such no-difference tests.

What this does and does not do