Anthony Gulf is a valley located in Erie County, New York. It appears on the Colden USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 977.69 feet (298.00 m) above sea level. The nearest populated place is Patchin, approximately 0.4 miles to the WNW.