The calculated distance (air line) between Ingelheim am Rhein and Stuttgart is approximately 96 miles respectively 155 kilometers.
By car or train, the actual journey to Stuttgart is certainly longer, as only the direct route (as the crow flies) between Ingelheim am Rhein and Stuttgart has been calculated here.
Air line (approximately)
155 kilometers
84 nautical miles