Gneiss 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 9,557.25 feet (2,913.05 m) above sea level. The nearest populated place is Leiterville, approximately 6.0 miles to the WNW.