Fain Lake is a lake located in Torrance County, New Mexico. It appears on the Round Top USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 6,646.80 feet (2,025.94 m) above sea level. The nearest populated place is Roundtop (historical), approximately 3.6 miles to the NW.