Corn chowder is a thick, creamy soup made with corn and other vegetables—it’s a little more like a stew than your typical soup. Although corn soup can take many forms, it’s generally thinner than corn chowder, and it’s more likely to be pureed smooth or only have small bits of corn kernels in it.