If we are leaving our car at the airport, we book through APH. Car park fees work out either similar or, in some cases, much less less than a taxi.
If you are flying early morning, it's sometimes better to check in a hotel near the airport where you can leave the car for the period that you are on holiday for. Check Holiday Extras for this.