Blue Joint Bay is a bay located in Ravalli County, Montana. It appears on the Painted Rocks Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,729.72 feet (1,441.62 m) above sea level. The nearest populated place is Alta, approximately 5.2 miles to the S.