Buffalo Bay is a bay located in Lake of the Woods County, Minnesota. It appears on the Buffalo Bay NW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,058.89 feet (322.75 m) above sea level. The nearest populated place is Angle Inlet, approximately 13.7 miles to the NNE.