Pick up the peach half containing the pit and cut it in half along its middle. Twist the now two quarters to separate them.
Ever tried to remove the pit from a peach with your hands ... flesh naturally separates from their pits. Sometimes, when cut in half, the pit may come out easily without further reinforcements.