The calculated distance (air line) between Manhattan and Springfield is approximately 116 miles respectively 186 kilometers.
By car or train, the actual journey to Springfield is certainly longer, as only the direct route (as the crow flies) between Manhattan and Springfield has been calculated here.
Air line (approximately)
186 kilometers
100 nautical miles