For 3 people this will cost more than a yellow cab. I tend to use yellows but the queue can be a bit long sometimes. May be worth contacting your hotel to see if they have a car service - usually about the same cost as a cab but they'll be waiting for you so no queuing for a cab.
Edit - missed...