Metrics · Ops · Product · Quarterly · %

Experiment Win Rate

The percentage of A/B tests or experiments that produce a statistically significant positive result.

Formula

Experiments with a significant positive result / Total experiments run x 100

How to measure

Track the outcome of every completed experiment and divide the count of statistically significant wins by the total number run.

Why track it

Experiment win rate, tracked alongside velocity, shows whether a growth team's hypotheses are well-targeted or if they're running too many low-conviction tests.

Example

A growth team's experiment win rate holds steady at 30%, considered healthy since most credible experimentation programs win on a minority of tests.

Experiment Win Rate — Growth metric · Cofounderbase