Our experience was nice.
There is no sandy beach here, its all cliffs and rocky shorelines with just a tiny sliver of a river rock beach at the south end. A bunch of people were hanging out at the Monument, and I believe they hiked down from the cliffs. We docked between the Captain Cook Monument and the high cliffs of the bay. The waters were super clear and calm; so clear that I could see the reef just below my feet.