Cole Branch is a stream located in Ashe County, North Carolina. It appears on the Glendale Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,968.89 feet (904.92 m) above sea level. The nearest populated place is Beaver Creek, approximately 1.5 miles to the W.