Lost Lake is a lake located in Baker County, Oregon. It appears on the Anthony Lakes USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,370.76 feet (2,246.61 m) above sea level. The nearest populated place is Cableville (historical), approximately 3.9 miles to the SSW.