Leatherwood Branch is a stream located in Haywood County, North Carolina. It appears on the Fines Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,264.60 feet (690.25 m) above sea level. The nearest populated place is Hepco (historical), approximately 0.2 miles to the E.