Cat 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 1,441.44 feet (439.35 m) above sea level. The nearest populated place is Oxbo, approximately 5.3 miles to the NNW.