Officials tell Action News a contractor working at a building on Olden Avenue around 2:42 p.m. hit an underground gas pipe causing the leak.
Olden Avenue will be closed in both directions between Prospect Avenue and Arctic Parkway until the leak can be stopped.
Repairs are expected to run into the evening rush hour.