Madison Creek is a stream located in Elmore County, Idaho. It appears on the Sprout Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,601.18 feet (1,707.24 m) above sea level. The nearest populated place is Paradise Hot Springs, approximately 8.5 miles to the WNW.