does buying a high end CD player make a difference or is it like high end speaker wire?

since a CD player is just really sending digital data through lets say optical output, does a decent player lets say a $500 player do the same job as one for $3k? is it kind of the same concept like speaker wire where some swear by it and some just don't get it?