Us old timers used to wear Speedo's or as they are also known "budgie smugglers".
Some black tighties that are two sizes smaller to keep your junk from flopping around... I like cotton compression shorts much better than the plastic feeling kind...
You could wear running shorts, these are often shorter than the compression shorts, my boyfriend wears runnng shorts and he finds them more comfortable than compression shorts because they arent as tight
