The Blue Hole is NOT located at Ambergris Caye.

Lighthouse reef is at least 3 hours by boat from Ambergris Caye.

You can depart for the Blue Hole from Caye Caulker as well. The trip is shorter by about 1 hour if you depart from Caye Caulker!