Rocky Branch is a stream located in Stephens County, Georgia. It appears on the Tugaloo Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 659.31 feet (200.96 m) above sea level. The nearest populated place is Jarrett, approximately 4.1 miles to the SE.