Homegrown horseradish has a clear, fresh taste and packs more flavor than the store-bought variety. It also ranks in the top five easiest-to-grow edible plants because it thrives in a variety of conditions. Horseradish contains strong antioxidants and is being investigated as a source of anti-cancer containing components as explained below.