Horseshoe Pond is a lake located in Franklin County, New York. It appears on the Lake Titus USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,458.14 feet (444.44 m) above sea level. The nearest populated place is Duane Center, approximately 1.5 miles to the ESE.