Crab bisque is made with shellfish broth, thickened with rice or ground up crab shells, contains wine and cream, is generously seasoned, and is blended smooth. u003cbr/u003eu003cbr/u003eCream of crab soup is roux based, is combined with seafood stock, and is thinned with cream or milk.