Leading into the early hours of Friday, the driver abandoned the vehicle in Pooraka on a side road before being cornered off at a nearby address.
The driver was arrested and charged with engaging in a police chase.
Police say they are in search of the passenger, who evaded authorities by running to a nearby intersection on Montague Road and Main North Road.
The passenger was wearing a balaclava, black puffer jacket, black pants and shoes.
Police asked anyone who saw someone matching this description in the area around 5:00am to contact Crime Stoppers on 1800 333 000 or head to www.crimestopperssa.com.au/
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