Renner Bay is a bay located in Mercer County, North Dakota. It appears on the Beulah NE USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,830.88 feet (558.05 m) above sea level. The nearest populated place is Truax, approximately 12.1 miles to the SE.