Cake Canyon Tank is a reservoir located in Grant County, New Mexico. It appears on the Mangas Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,809.61 feet (1,465.97 m) above sea level. The nearest populated place is Telegraph (historical), approximately 2.8 miles to the S.