It happened around 3 a.m. Tuesday at Rising Sun and Adam avenues in Lawncrest.
Police say the driver crashed into the front window of the Sunoco A Plus.
Investigators believe he may have been trying to get to the ATM and video poker machines.
The suspect was able to flee the scene. It was not clear if anything was stolen.
No injuries have been reported.
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