The calculated distance (air line) between Redland Bay and Brisbane is approximately 19 miles respectively 31 kilometers.
By car or train, the actual journey to Brisbane is certainly longer, as only the direct route (as the crow flies) between Redland Bay and Brisbane has been calculated here.
Air line (approximately)
31 kilometers
17 nautical miles