If I had my way, any unused motors would go towards frivolous tasks such as spinning pinwheels and running a continuous rube-goldberg-esque contraption that looks like its a functioning part of the robot but is really just confusing and does nothing productive.
Just because there are 22 to use and being ridiculous is fun
But seriously, as few as possible. Speed controllers are expensive and I like to avoid frivolous power draw.