Stout Branch is a stream located in Grayson County, Virginia. It appears on the Galax USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,149.86 feet (655.28 m) above sea level. The nearest populated place is Fries, approximately 1.1 miles to the NW.