In my opinion, the purple and red ones have the most unique taste when compared to yellow, white or orange carrots. The taste difference is not huge between colors, however each variety definitely has a distinct flavor compared to traditional orange ones. Personally, I find orange carrots to be more sweet while the other colors to be more savory and earthy in taste and flavor.