The calculated distance (air line) between Crystal Palace and Reading is approximately 39 miles respectively 62 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Crystal Palace and Reading has been calculated here.
Air line (approximately)
62 kilometers
33 nautical miles