Cannellini beans can also be labeled as white kidney beans or Italian kidney beans, adding to the confusion. ... Great Northern beans have a grainier texture but a delicate flavor. Their flesh is less creamy, and takes on the flavor of whatever they're cooked with (similar to tofu).