Rocky Branch is a stream located in Montgomery County, Virginia. It appears on the Pilot USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,597.75 feet (486.99 m) above sea level. The nearest populated place is Sugar Grove, approximately 0.3 miles to the SSE.