We also thought that this would be a good day trip last year but when we costed it the price was too much to justify, from memory, for 2 people it was going to cost something like 120€. If you are a resident of the Island you get a residents discount but unfortunately, tourists have to pay the full price.
I would be interested to see if you manage to do it and for how much.