The calculated distance (air line) between Stourport-on-Severn and Cardiff is approximately 71 miles respectively 114 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Stourport-on-Severn and Cardiff has been calculated here.
Air line (approximately)
114 kilometers
61 nautical miles