Peach Lake Census Designated Place is a census located in Putnam County, New York. It appears on the Peach Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 561.02 feet (171.00 m) above sea level. The nearest populated place is Peach Lake, approximately 0.1 miles to the S.