Hungry Hollow is a valley located in Cattaraugus County, New York. It appears on the Salamanca USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,443.57 feet (440.00 m) above sea level. The nearest populated place is Peth, approximately 1.5 miles to the E.