Do you know how to pick the tastiest pistachios? Look for the ones with the shells cracked open. The pistachio grows so vigorously, it puts pressure on the shell until the shell splits open. Pistachios with closed shells are immature and might taste bitter. Once you've selected the best nuts, store them in an airtight container to keep the moisture out and the pistachios' crunch in.