Antelope seen near the Very Large Array. Antelope are a hoofed critter found only in the western states of the US. They have very good eyesight and are one of the fastest animals next to the cheetah. Males and females have horns and unlike deer, elk, and moose, never loose their horns. They are about the size of a white tail deer.