Buttermilk Creek is a stream located in Cattaraugus County, New York. It appears on the Ashford Hollow USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,128.61 feet (344.00 m) above sea level. The nearest populated place is Springville, approximately 1.8 miles to the NNE.