Different varieties of anchovies are used in many dishes to add a savory umami flavor, but they are also a controversial ingredient, as some people love their salty, fragrant flavor while others are appalled by their appearance and taste. When it comes to an anchovy's color and flavor, the biggest reason for the difference is whether or not the fish was cured between the ocean and your plate.