Blossom 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 9,150.02 feet (2,788.93 m) above sea level. The nearest populated place is Leiterville, approximately 2.6 miles to the W.