Ginger Cake Creek is a stream located in Fayette County, Georgia. It appears on the Fayetteville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 784.17 feet (239.02 m) above sea level. The nearest populated place is Coventry Estates, approximately 0.5 miles to the SE.