The calculated distance (air line) between Southampton and Chelmsford is approximately 99 miles respectively 160 kilometers.
By car or train, the actual journey to Chelmsford is certainly longer, as only the direct route (as the crow flies) between Southampton and Chelmsford has been calculated here.
Air line (approximately)
160 kilometers
86 nautical miles