I love Santorini and this is my 4th time visiting the island. My advice is rent a car. Even with driving being tough with the thousands of tourists packed everywhere on mopeds, motorcycles, tiny cars, it is so much better than trying to find a taxi.
Today, I spend 3 hours to get a taxi to...