Horse Flats is a region of the San Gabriel Mountains in the Angeles National Forest north of Los Angeles. It is known for its US Forest Service campground (open April 1-November 15) and for the excellent granite bouldering near the campground. It is off California State Route 2. The elevation is . Closed in the winter months. In the campground is Mount Hillyer Trail, which connects to the Silver Moccasin Trail.