Atencio Spring is a spring located in Rio Arriba County, New Mexico. It appears on the Bighorn Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9,095.37 feet (2,772.27 m) above sea level. The nearest populated place is Sublette, approximately 1.0 miles to the WNW.