Rocky Branch is a stream located in Bryan County, Oklahoma. It appears on the Bokchito USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 574.55 feet (175.12 m) above sea level. The nearest populated place is Pritchard, approximately 3.4 miles to the ENE.