Oh wait, I see that is the price for one vehicle for three people. That's relief. Oh well, maybe this will help someone else who misunderstood the excursion.
Yes. You can just hail one down. They drive right past the cruise terminal. We paid $150 for a two hour tour. No seatbelts or airbags. I left my phone in the guy and the driver came and found me to bring it back.