O'Leary Lake is a lake located in Grant County, Wisconsin. It appears on the Dubuque North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 595.14 feet (181.40 m) above sea level. The nearest populated place is Eagle Point, approximately 0.5 miles to the SW.