A/B Test Sample Size Calculator

Plan your split test before you launch it: how many visitors each variant needs to reliably detect the uplift you care about.

%
%

The smallest improvement worth detecting: from 5.00% to 5.50% conversion.

Confidence level
Statistical power

Visitors per variant

31,243

Total visitors

62,486

Estimated duration

32 days

Whole test weeks

5 weeks

Run the test for whole weeks where possible, and don't stop early just because the result looks significant - peeking inflates false positives.

How it works

Enter your baseline conversion rate, the minimum uplift you want to detect and your desired significance and power. The calculator tells you how many visitors you need per variant and how long the test will take at your current traffic.

Basic guide

Enter your baseline conversion rate, the smallest uplift you want the test to detect, weekly traffic and your desired confidence and statistical power.

The calculator estimates visitors required per variant, total visitors and the approximate test duration.

Example

If your current conversion rate is 5% and you want to reliably detect an uplift to 5.5%, enter:

Baseline conversion: 5%
Minimum detectable uplift: 10%

Then add your available weekly visitors and preferred confidence and power settings.

The calculator estimates how much traffic the test needs before you launch it.

Related tools