Try a break of day journey to overcome the crowds, watch mild spill over the caldera
https://kalikantzaros.gr/santorini-private-tours-how-to-choose-plan-and-book-the-perfect-day/
Try a sunrise tour to overcome the crowds, watch light spill over the caldera, and catch serene streets in the past the island wakes up.