Motorsport teams treat every stint like a complex probability exercise....

https://wiki-dale.win/index.php/The_Math_of_the_Margin:_What_Happens_When_You_Pit_One_Lap_Too_Late

Motorsport teams treat every stint like a complex probability exercise. Engineers run thousands of Monte Carlo simulations to quantify the risks of fuel windows, tire degradation, and yellow flags