Coal Bank Hills is a range located in Cedar County, Missouri. It appears on the Caplinger Mills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,030.18 feet (314.00 m) above sea level. The nearest populated place is Graceland, approximately 2.6 miles to the SSW.