Leisure Lake is a reservoir located in Callaway County, Missouri. It appears on the Calwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 675.16 feet (205.79 m) above sea level. The nearest populated place is Calwood, approximately 2.3 miles to the NW.