Little Sand Bay is a bay located in Jefferson County, New York. It appears on the Muskellunge Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 301.84 feet (92.00 m) above sea level. The nearest populated place is Bartletts Corner, approximately 3.3 miles to the SSW.