The calculated distance (air line) between Hungerford and Reading is approximately 24 miles respectively 38 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Hungerford and Reading has been calculated here.
Air line (approximately)
38 kilometers
21 nautical miles