The calculated distance (air line) between Purfleet-on-Thames and Reading is approximately 52 miles respectively 84 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Purfleet-on-Thames and Reading has been calculated here.
Air line (approximately)
84 kilometers
45 nautical miles