Rice Branch is a stream located in Grady County, Georgia. It appears on the Cairo South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 163.30 feet (49.77 m) above sea level. The nearest populated place is Pine Park, approximately 1.8 miles to the ESE.