Thunder Rocks is a pillar located in Cattaraugus County, New York. It appears on the Limestone USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,295.11 feet (699.55 m) above sea level. The nearest populated place is Irvine Mills, approximately 3.7 miles to the ENE.