Sugarloaf Mountain is located in Sullivan County, New York, northeast of Grahamsville. It stands within a distinct surrounding landscape that includes Denman Mountain to the west-northwest, the Kalonymus Escarpment to the south-southeast, and South Hill to the south-southwest, situating it among several notable nearby landforms.