The calculated distance (air line) between Walton-on-Thames and Reading is approximately 25 miles respectively 39 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Walton-on-Thames and Reading has been calculated here.
Air line (approximately)
39 kilometers
21 nautical miles