Saltpeter Mountain is a summit located in Gilmer County, Georgia. It appears on the Cashes Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,879.92 feet (573.00 m) above sea level. The nearest populated place is Lucius, approximately 0.5 miles to the ENE.