What Does North Atlantic  Cod Taste Like? North Atlantic Cod is known for its mild, almost milky flavor, and firm, flaky texture. It is very much unfishy. Atlantic cod is sweeter and more tender, as compared with Pacific cod which is firmer and more savory.