Fingerling potatoes are a variety of finger potatoes, and they come in different shapes and colors. Other varieties are Austrian Crescent, Buttercream, French Fingerling, German Kipfler, Purple Peruvian, Ruby Crescent, and the Russian Banana. They are called finger potatoes because of their long and knobby appearance.