The accident happened shortly after 2 a.m. on Crenshaw Boulevard, north of Palos Verdes Drive North, in Rolling Hills Estates. Authorities say 69-year-old Ryan Koyama died at a hospital.
The horse had gotten free from a nearby stable and flew over the top of the car when it was hit.
Animal control officers euthanized the horse at the scene.