The calculated distance (air line) between Rotherhithe and Brighton is approximately 47 miles respectively 75 kilometers.
By car or train, the actual journey to Brighton is certainly longer, as only the direct route (as the crow flies) between Rotherhithe and Brighton has been calculated here.
Air line (approximately)
75 kilometers
40 nautical miles