Purgatory Creek is a stream located in Oneida County, New York. It appears on the Woodgate USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,480.26 feet (451.18 m) above sea level. The nearest populated place is Otter Lake, approximately 1.6 miles to the NE.