At one point, police said one of the suspects threw a gun out of the window.
The two were suspected of stealing a car at a gas station where the chase began.
The suspect transitioned to the westbound 118 Freeway, slowed down, crossed the fast lane, stopped and bailed out of the car.
Once the suspect reached the shoulder, officers tackled him and brought him down.
That suspect was taken into custody and booked on several charges.