Rocky Branch is a stream located in Randolph County, Alabama. It appears on the Wedowee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 964.12 feet (293.86 m) above sea level. The nearest populated place is Mount Pleasant, approximately 0.3 miles to the NNE.