The calculated distance (air line) between Penzberg and Karlsruhe is approximately 162 miles respectively 260 kilometers.
By car or train, the actual journey to Karlsruhe is certainly longer, as only the direct route (as the crow flies) between Penzberg and Karlsruhe has been calculated here.