Hot Spring Gulch is a valley located in Blaine County, Idaho. It appears on the Bellevue USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,415.46 feet (1,650.63 m) above sea level. The nearest populated place is Bullion, approximately 2.1 miles to the SSW.