Quartermaster Site 3 Reservoir is a reservoir located in Roger Mills County, Oklahoma. It appears on the Leedey SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,933.36 feet (589.29 m) above sea level. The nearest populated place is Leedey, approximately 5.8 miles to the NE.