Randall Creek is a stream located in Gregory County, South Dakota. It appears on the Fort Randall Dam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,255.19 feet (382.58 m) above sea level. The nearest populated place is Pickstown, approximately 1.5 miles to the NE.