The calculated distance (air line) between Merthyr Tydfil and Bargoed is approximately 8 miles respectively 12 kilometers.
By car or train, the actual journey to Bargoed is certainly longer, as only the direct route (as the crow flies) between Merthyr Tydfil and Bargoed has been calculated here.
Air line (approximately)
12 kilometers
7 nautical miles