The calculated distance (air line) between Chatteris and Cardiff is approximately 153 miles respectively 247 kilometers.
By car or train, the actual journey to Cardiff is certainly longer, as only the direct route (as the crow flies) between Chatteris and Cardiff has been calculated here.