Sort of. A regular person on steroids could never compete with a skilled athlete who isn't, certainly. But in virtually all sports a skilled natural athlete also can't realistically compete with a skilled "enhanced" athlete.

It's not really cheating anymore, since everyone does it now, but the point I'm trying to make is that it's not nothing either.