Glass Factory Bay is a bay located in Seneca County, New York. It appears on the Geneva South USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 443.73 feet (135.25 m) above sea level. The nearest populated place is Pastime Park, approximately 1.9 miles to the ENE.