buffalo they work it out to try and run out of juice at just about 1 lap plus 1 foot
In all seriousness they want to be out of power when they finish, very much like the perfect fuel load in gas powered racing has you run out of gas on the checkered flag. Anything left at the flag is energy that could have been used to go faster. It's one of the most amazing things the engineers do, getting it just right.