Steak Soup is a delicious and hearty soup recipe prepared with round steak, all-purpose flour, potato, carrot, celery, beef bouillon cubes, and margarine. The very basic steak soup preparation involves combing the sauteed staek to the rest of the ingredients in a slow cooker and simmer them until the vegetables are tender.