Sanctuary Bay is a bay located in Cape May County, New Jersey. It appears on the Stone Harbor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -2.96 feet (-0.90 m) above sea level. The nearest populated place is Stone Harbor, approximately 0.8 miles to the NE.