The calculated distance (air line) between Stratford-upon-Avon and Cardiff is approximately 80 miles respectively 128 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Stratford-upon-Avon and Cardiff has been calculated here.
Air line (approximately)
128 kilometers
69 nautical miles