Paine Gulch is a valley located in Cascade County, Montana. It appears on the Monarch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,652.65 feet (1,418.13 m) above sea level. The nearest populated place is Monarch, approximately 1.5 miles to the NNW.