Cat Canyon is a valley located in Kern County, California. It appears on the Tejon Hills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,121.24 feet (341.75 m) above sea level. The nearest populated place is Stallion Springs, approximately 9.5 miles to the NE.