Cat Pond is a lake located in Oxford County, Maine. It appears on the Fryeburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 368.60 feet (112.35 m) above sea level. The nearest populated place is Highland Park, approximately 1.2 miles to the NW.