The calculated distance (air line) between Farnham Royal and Reading is approximately 16 miles respectively 26 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Farnham Royal and Reading has been calculated here.
Air line (approximately)
26 kilometers
14 nautical miles