Horseradish is a root that has been grated and mixed with vinegar to create the condiment. The flavor can vary from spicy to mild, so you only need one tablespoon of horseradish if it's too overpowering for your liking. The majority of wasabi sold in US sushi restaurants is horseradish with green dye.