Agua Caliente Creek is a stream located in Alameda County, California. It appears on the Milpitas USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 36.44 feet (11.11 m) above sea level. The nearest populated place is Warm Springs District, approximately 0.6 miles to the SE.