The calculated distance (air line) between Stoughton and Manhattan is approximately 175 miles respectively 281 kilometers.
By car or train, the actual journey to Manhattan is certainly longer, as only the direct route (as the crow flies) between Stoughton and Manhattan has been calculated here.