The calculated distance (air line) between Hallstadt and Karlsruhe is approximately 128 miles respectively 206 kilometers.
By car or train, the actual journey to Karlsruhe is certainly longer, as only the direct route (as the crow flies) between Hallstadt and Karlsruhe has been calculated here.