The calculated distance (air line) between Reading and City of Westminster is approximately 36 miles respectively 58 kilometers.
By car or train, the actual journey to City of Westminster is certainly longer, as only the direct route (as the crow flies) between Reading and City of Westminster has been calculated here.
Air line (approximately)
58 kilometers
31 nautical miles