Depending time of the day the taxi driver will offer the airport flat rate when you ask to be taken to AE station.
The break even point for the island is more than 2 people with luggage over AE.
AE have luggage rack/area near all the boarding doors. You just roll your luggage on and off. The doors are open long enough to maneuver luggage in and out unlike HK elevators.