The calculated distance (air line) between Merritt Island and Cape Canaveral is approximately 10 miles respectively 16 kilometers.
By car or train, the actual journey to Cape Canaveral is certainly longer, as only the direct route (as the crow flies) between Merritt Island and Cape Canaveral has been calculated here.
Air line (approximately)
16 kilometers
9 nautical miles