Grand Prize Gulch is a valley located in Custer County, Idaho. It appears on the Horton Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,749.61 feet (2,362.08 m) above sea level. The nearest populated place is Galena, approximately 5.0 miles to the SSE.