Rock Tank is a reservoir located in Eddy County, New Mexico. It appears on the Antelope Sink USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,001.82 feet (1,219.75 m) above sea level. The nearest populated place is Hope, approximately 6.4 miles to the NNW.