Leroy Creek is a stream located in Avery County, North Carolina. It appears on the Elk Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,402.97 feet (1,037.23 m) above sea level. The nearest populated place is Banner Elk, approximately 1.1 miles to the ENE.