Rice Branch is a stream located in Randolph County, Alabama. It appears on the Graham USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 873.70 feet (266.30 m) above sea level. The nearest populated place is Hawk, approximately 0.6 miles to the SSW.