Lost Lake is a lake located in Catron County, New Mexico. It appears on the Collins Park USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,690.49 feet (2,648.86 m) above sea level. The nearest populated place is Apache Creek, approximately 11.3 miles to the NW.