According to The Difference Between, prunes come from a very specific variety of plum, one that has an easily-removable pit. Prunes also differ in color from other plum varieties, bearing a rich blue or purple hue, rather than the deep red color of other ripe plums, and they have an oval shape, while plums are usually rounder.