Lake Tank is a reservoir located in Socorro County, New Mexico. It appears on the Lovelace Mesa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,959.37 feet (1,816.42 m) above sea level. The nearest populated place is Claunch, approximately 12.8 miles to the NNE.