The calculated distance (air line) between Gerolstein and Stuttgart is approximately 151 miles respectively 242 kilometers.
By car or train, the actual journey to Stuttgart is certainly longer, as only the direct route (as the crow flies) between Gerolstein and Stuttgart has been calculated here.
Air line (approximately)
242 kilometers
131 nautical miles