Flat Lake is a lake located in Doña Ana County, New Mexico. It appears on the Upham Hills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,346.82 feet (1,324.91 m) above sea level. The nearest populated place is Grama, approximately 8.1 miles to the W.