The calculated distance (air line) between South Beach and Manhattan is approximately 15 miles respectively 24 kilometers.
By car or train, the actual journey to Manhattan is certainly longer, as only the direct route (as the crow flies) between South Beach and Manhattan has been calculated here.
Air line (approximately)
24 kilometers
13 nautical miles