The calculated distance (air line) between Cardiff and Chelmsford is approximately 158 miles respectively 254 kilometers.
By car or train, the actual journey to Chelmsford is certainly longer, as only the direct route (as the crow flies) between Cardiff and Chelmsford has been calculated here.
Air line (approximately)
254 kilometers
137 nautical miles