Red Rock Bay is a bay located in Rutland County, Vermont. It appears on the Putnam USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 97.25 feet (29.64 m) above sea level. The nearest populated place is Cold Spring, approximately 0.7 miles to the SSW.