Deep Creek is a stream located in Elmore County, Idaho. It appears on the Arrowrock Dam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,237.17 feet (986.69 m) above sea level. The nearest populated place is Neal (historical), approximately 9.5 miles to the SW.