The calculated distance (air line) between Pasadena and Manhattan is approximately 180 miles respectively 290 kilometers.
By car or train, the actual journey to Manhattan is certainly longer, as only the direct route (as the crow flies) between Pasadena and Manhattan has been calculated here.