The calculated distance (air line) between Stuttgart and Reutlingen is approximately 20 miles respectively 32 kilometers.
By car or train, the actual journey to Reutlingen is certainly longer, as only the direct route (as the crow flies) between Stuttgart and Reutlingen has been calculated here.
Air line (approximately)
32 kilometers
17 nautical miles