Horseshoe Tank is a reservoir located in Socorro County, New Mexico. It appears on the South Baldy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,129.20 feet (2,172.98 m) above sea level. The nearest populated place is Kelly, approximately 11.4 miles to the N.