Hellgate Swamp is a swamp located in Baker County, Georgia. It appears on the Bermuda USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 168.51 feet (51.36 m) above sea level. The nearest populated place is Holt, approximately 5.8 miles to the NNW.