The calculated distance (air line) between Chalfont Saint Peter and Watford is approximately 8 miles respectively 12 kilometers.
By car or train, the actual journey to Watford is certainly longer, as only the direct route (as the crow flies) between Chalfont Saint Peter and Watford has been calculated here.
Air line (approximately)
12 kilometers
7 nautical miles