The calculated distance (air line) between Taipei and Hsinchu is approximately 39 miles respectively 63 kilometers.
By car or train, the actual journey to Hsinchu is certainly longer, as only the direct route (as the crow flies) between Taipei and Hsinchu has been calculated here.