Stanhope is a borough located in Sussex County, New Jersey. Stanhope has a 2026 population of 3,599. Stanhope is currently growing at a rate of 0.64% annually and its population has increased by 2.39% since the most recent census, which recorded a population of 3,515 in 2020.