The calculated distance (air line) between Caerphilly and Cardiff is approximately 7 miles respectively 11 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Caerphilly and Cardiff has been calculated here.
Air line (approximately)
11 kilometers
6 nautical miles