Why does oiling the axles of a bicycle make the bicycle move more easily?

Sometimes oil is used in competitions, because the density of oil is less than the grease and provides less friction to the bearings, but it's recommended only during the race, after that you must clean the bearings and apply a proper grease! (Remember use it only in cases of hi performance!)