Regular tomato soup is pretty straight forward. It is made mostly of tomatoes with a few seasonings. No dairy products. Cream of tomato soup is made with cream, half and half, or milk to make it to make it well, creamier. Bisque is a French term for creamy soups made with seafood broth. However, over the years people now think of bisque as a cream based soup rather than one made from seafood.