Taro and purple sweet potato are both root vegetables, but there are distinct differences between the two. Taro is a tropical starchy root vegetable that has a light purple interior and a mild nutty flavor. Purple sweet potato, on the other hand, likely originated from South America, and have a deep violet flesh with a sweeter taste.