Constellation Lake is a lake located in Price County, Wisconsin. It appears on the Oxbo USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,428.08 feet (435.28 m) above sea level. The nearest populated place is Oxbo, approximately 3.4 miles to the NNW.