Everyone sets stop-losses by rule of thumb — almost nobody measures what that rule would have done on the name they actually hold. Stop Lab runs the experiment: a simulated entry every week across fifteen years, each managed for six months with trailing stops from 5% to 25%, versus the same entries with no stop at all. Whipsaw odds, what stopped episodes cost, and whether any stop width actually improved the outcome.