Horse Cove is a valley located in Pickens County, Georgia. It appears on the Amicalola USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,592.00 feet (485.24 m) above sea level. The nearest populated place is Grandview, approximately 2.0 miles to the WSW.