The calculated distance (air line) between Merthyr Tydfil and Cardiff is approximately 20 miles respectively 33 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Merthyr Tydfil and Cardiff has been calculated here.
Air line (approximately)
33 kilometers
18 nautical miles