Rancho Mirage is a city in Riverside County, California. The population was 17,218 at the 2010 census, up from 13,249 at the 2000 census, but the seasonal (part-time) population can exceed 20,000. Incorporated in 1973 and located between Cathedral City and Palm Desert.