Rock Hole Branch is a stream located in Stanly County, North Carolina. It appears on the Stanfield USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 450.29 feet (137.25 m) above sea level. The nearest populated place is Stanfield, approximately 1.9 miles to the N.