Rock Tank Canyon is a valley located in Chaves County, New Mexico. It appears on the Barn Draw USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,013.15 feet (1,223.21 m) above sea level. The nearest populated place is Berrendo (historical), approximately 15.7 miles to the SE.