Little Gum Creek is a stream located in Newton County, Georgia. It appears on the Milstead USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 647.53 feet (197.37 m) above sea level. The nearest populated place is Marble Valley, approximately 1.7 miles to the S.