Democrat Gulch is a valley located in Elmore County, Idaho. It appears on the Cayuse Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,890.77 feet (1,490.71 m) above sea level. The nearest populated place is Rocky Bar, approximately 3.2 miles to the NW.