Stallion Springs is a census-designated place in the Tehachapi Mountains, in Kern County, California, USA. The population was 2,488 at the 2010 census, up from 1,522 at the 2000 census. Stallion Springs is located in Cummings Valley within the Greater Tehachapi area.