Kinnelon is a borough located in Morris County, New Jersey. Kinnelon has a 2026 population of 10,108. Kinnelon is currently growing at a rate of 0.29% annually and its population has increased by 1.62% since the most recent census, which recorded a population of 9,947 in 2020.