If you are looking for a more private and special beach, you have to try Cava Usai, in the Villasimius area. It can be reached via a short dirt road that leads to the beach's pine forest.
The sea is often clear and with a wide variety of areas where you can swim with mask and flippers in search of marine fauna.
This beach is about 20 minutes away.