The calculated distance (air line) between Chippenham and Bristol is approximately 20 miles respectively 33 kilometers.
By car or train, the actual journey to Bristol is certainly longer, as only the direct route (as the crow flies) between Chippenham and Bristol has been calculated here.
Air line (approximately)
33 kilometers
18 nautical miles