Golden beets and red beets taste pretty similar, though red beets have a slightly more earthy flavor. Golden beets (also called yellow beets) are a little more mild in flavor. Nutritionally, both kinds of beets are also very similar, but red beets have a slight advantage. The deep red color of red beets means they are high in anthocyanin, an antioxidant.