Sandstone Peak offers some of the most memorable views in sunny, Southern California.At 3,111 feet, Sandstone Peak is the tallest point in the Santa Monica Mountains. The summit can be reached via a 6.25-mile loop with 1,075 feet of elevation gain that (in addition to bragging rights) offers expansive views of the range.