Around 5:25 a.m., officers attempted to stop a stolen SUV in the area of Avenue L and 20th Street, but the vehicle sped away.
A short time later, police were able to stop the vehicle in the 200 block of Avenue O south, where they arrested the two girls.
No one was injured, and there was no damage to property during the incident.
The driver is facing charges of dangerous operation of a motor vehicle, evade police and possession of stolen property over $5,000.
The passenger is facing a charge of possession of stolen property over $5,000.
The two girls will see a Justice of the Peace later Sunday.