Query on booking Halong Bay cruise

Is it safe to make the bookings via third-party websites like booking.com considering there seems to be a considerable price difference.

Also, any recommendations on which cruise we should be booking, our primary concerns are luxury, activities/attractions, vegetarian food and ofcourse, cost. So far, our two options are Peony & Calista but open to more opinions and suggestions.