It started around 2:30 a.m. on Palm and Dakota Avenues when deputies attempted to pull over a Honda Accord for reckless driving and suspected DUI.
The driver sped off, and a pursuit began going through several city streets.
When the teens approached Crystal and Cortland, they got out of the car and ran away, letting the Honda roll into a parked Chevy Silverado.
Deputies searched the area and received a call that the two were hiding in a resident's backyard. They were taken into custody.
One of the suspects suffered minor injuries in the crash but refused to go to the hospital.