Leatherwood Branch is a stream located in Haywood County, North Carolina. It appears on the Dellwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,494.33 feet (760.27 m) above sea level. The nearest populated place is Cove Creek, approximately 0.7 miles to the NNW.