The calculated distance (air line) between Cologne and Stuttgart is approximately 179 miles respectively 288 kilometers.
By car or train, the actual journey to Stuttgart is certainly longer, as only the direct route (as the crow flies) between Cologne and Stuttgart has been calculated here.