Leche Spring is a spring located in Rio Arriba County, New Mexico. It appears on the Cerro del Grant USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 9,731.36 feet (2,966.12 m) above sea level. The nearest populated place is Jarosa, approximately 6.7 miles to the WNW.