The calculated distance (air line) between Caerphilly and Reading is approximately 97 miles respectively 156 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Caerphilly and Reading has been calculated here.
Air line (approximately)
156 kilometers
84 nautical miles