Rocky Branch is a stream located in Austin County, Texas. It appears on the New Ulm USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 243.08 feet (74.09 m) above sea level. The nearest populated place is Bleiblerville, approximately 1.6 miles to the NE.