Lost Cabin Lake is a lake located in Madison County, Montana. It appears on the Noble Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9,060.20 feet (2,761.55 m) above sea level. The nearest populated place is Leiterville, approximately 3.2 miles to the WSW.