Rocky Branch is a stream located in Newberry County, South Carolina. It appears on the Silverstreet USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 356.93 feet (108.79 m) above sea level. The nearest populated place is Deadfall Crossroads, approximately 2.0 miles to the NE.