The calculated distance (air line) between Stuttgart and Neuchâtel is approximately 162 miles respectively 260 kilometers.
By car or train, the actual journey to Neuchâtel is certainly longer, as only the direct route (as the crow flies) between Stuttgart and Neuchâtel has been calculated here.