The calculated distance (air line) between Bielefeld and Bitburg is approximately 167 miles respectively 269 kilometers.
By car or train, the actual journey to Bitburg is certainly longer, as only the direct route (as the crow flies) between Bielefeld and Bitburg has been calculated here.