The calculated distance (air line) between Olsberg 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 Olsberg and Karlsruhe has been calculated here.