Kremlin Bay is a bay located in Hill County, Montana. It appears on the Kiehns Coulee USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,573.75 feet (784.48 m) above sea level. The nearest populated place is Fresno, approximately 4.5 miles to the S.