A new and distinct Rhodanthemum cultivar named ‘CASABLANCA’ is disclosed, characterized by compact plant growth, large flowers produced over a long period of time. Plants have a good tolerance for drought. The new variety is a Rhodanthemum, normally produced as an outdoor ornamental plant for containers or gardens.