Stallion Springs is a census-designated place (CDP) in the Tehachapi Mountains, in Kern County, California, USA. The population was 3,139 at the 2020 census, up from 2,488 at the 2010 census. Stallion Springs is located in Cummings Valley within the Greater Tehachapi area.