Pine Gulch is a valley located in Elmore County, Idaho. It appears on the Featherville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,570.67 feet (1,393.14 m) above sea level. The nearest populated place is Featherville, approximately 0.7 miles to the NNW.