Buttermilk Point is a cape located in Cumberland County, Maine. It appears on the Orrs Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 27.65 feet (8.43 m) above sea level. The nearest populated place is Gumet (historical), approximately 0.2 miles to the NNW.