San Mateo Mountains is a range located in Socorro County, New Mexico. It appears on the Blue Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 10,333.92 feet (3,149.78 m) above sea level. The nearest populated place is Rosedale (historical), approximately 10.1 miles to the NNE.