Middle Lake is a lake located in Chautauqua County, New York. It appears on the Cassadaga USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,305.05 feet (397.78 m) above sea level. The nearest populated place is Lily Dale, approximately 0.4 miles to the NNE.