The calculated distance (air line) between Riedlingen and Mannheim is approximately 103 miles respectively 166 kilometers.
By car or train, the actual journey to Mannheim is certainly longer, as only the direct route (as the crow flies) between Riedlingen and Mannheim has been calculated here.
Air line (approximately)
166 kilometers
89 nautical miles