Milk chocolate contains more milk and dairy fat than dark chocolate, giving it a creamier texture, less bitter flavor and lighter brown color. White chocolate, which is white in color, doesn't contain cocoa solids like dark and milk chocolates do, but does have cocoa butter, milk and sugar in it.