Blue Hole is a spring located in Quay County, New Mexico. It appears on the Blue Hole USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,669.47 feet (1,118.45 m) above sea level. The nearest populated place is Glenrio (historical), approximately 10.1 miles to the SE.