The calculated distance (air line) between Chepstow and Birmingham is approximately 67 miles respectively 108 kilometers.
By car or train, the actual journey to Birmingham is certainly longer, as only the direct route (as the crow flies) between Chepstow and Birmingham has been calculated here.
Air line (approximately)
108 kilometers
58 nautical miles