The calculated distance (air line) between Neubiberg and Karlsruhe is approximately 162 miles respectively 261 kilometers.
By car or train, the actual journey to Karlsruhe is certainly longer, as only the direct route (as the crow flies) between Neubiberg and Karlsruhe has been calculated here.