The calculated distance (air line) between Hallbergmoos and Karlsruhe is approximately 160 miles respectively 257 kilometers.
By car or train, the actual journey to Karlsruhe is certainly longer, as only the direct route (as the crow flies) between Hallbergmoos and Karlsruhe has been calculated here.
Air line (approximately)
257 kilometers
139 nautical miles