Red Rock Bay is a bay located in Warren County, New York. It appears on the Shelving Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 324.80 feet (99.00 m) above sea level. The nearest populated place is Bolton Landing, approximately 4.1 miles to the WSW.