Lost Lake is a lake located in Price County, Wisconsin. It appears on the Cranberry Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,514.19 feet (461.53 m) above sea level. The nearest populated place is Phillips, approximately 4.5 miles to the W.