Deer Leap Mountain is a summit located in Warren County, New York. It appears on the Stony Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,750.25 feet (533.48 m) above sea level. The nearest populated place is Stony Creek, approximately 2.4 miles to the WSW.