Los Tanos Creek is a stream located in Guadalupe County, New Mexico. It appears on the Santa Rosa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,693.87 feet (1,430.69 m) above sea level. The nearest populated place is Santa Rosa, approximately 2.7 miles to the WSW.