Catfish Tank is a reservoir located in Chaves County, New Mexico. It appears on the Deep Well USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,428.07 feet (1,349.68 m) above sea level. The nearest populated place is McDermott Wells, approximately 18.8 miles to the ENE.