The calculated distance (air line) between West End of London and Reading is approximately 35 miles respectively 57 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between West End of London and Reading has been calculated here.
Air line (approximately)
57 kilometers
31 nautical miles