The calculated distance (air line) between East Rutherford and Manhattan is approximately 8 miles respectively 12 kilometers.
By car or train, the actual journey to Manhattan is certainly longer, as only the direct route (as the crow flies) between East Rutherford and Manhattan has been calculated here.
Air line (approximately)
12 kilometers
7 nautical miles