An officer spotted the suspects speeding down Calhoun near Van Fleet around 3am.
Investigators say the officer followed the Dodge Charger to a nearby apartment complex and noticed two men jump out of the car and start running. A check of the vehicle confirmed it was stolen.
Police are still looking for the thieves.