Rainbow carrots taste nearly identical to regular orange carrots, but they offer a fun pop of color that can really enhance the presentation of a dish. It is sometimes said that white carrots are sweeter than orange carrots, and that purple carrots are peppery, but unless you have an extremely refined pallet, you probably won't taste much of a difference.