Horserdish (Armoracia rusticana) is more aromatic than onions and more potent on the taste buds, horseradish is a much-appreciated spice! In the U.S. alone, 24 million pounds of horseradish root are ground annually to produce approximately 6 million gallons of prepared horseradish.