The calculated distance (air line) between Neubiberg and Stuttgart is approximately 124 miles respectively 199 kilometers.
By car or train, the actual journey to Stuttgart is certainly longer, as only the direct route (as the crow flies) between Neubiberg and Stuttgart has been calculated here.