Horsethief Canyon is a valley located in Kern County, California. It appears on the Tehachapi South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,215.50 feet (1,589.68 m) above sea level. The nearest populated place is Twin Lakes, approximately 4.7 miles to the WSW.