All sorts of miso pastes make a great savory and salty addition to chowder, though the type of miso you use depends on the flavor you want. White miso is mild, sweet, and will mostly keep your chowder tasting classic, while red miso is known for a potent flavor, soy miso is very rich in umami, and rice miso adds a light and delicate flavor.