Cow Branch is a stream located in Avery County, North Carolina. It appears on the Newland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,392.81 feet (1,034.13 m) above sea level. The nearest populated place is Crossnore, approximately 1.7 miles to the NW.