Officials say the chase began in West Conshohocken with police pursuing suspects wanted for a stolen work van.
The suspects drove into Philadelphia before bailing out around 2:00 a.m. near Martin Luther King Drive and Strawberry Mansion Bridge.
The van was recovered and one suspect was arrested.
Two other men fled the scene on foot.
Police and K-9 units remain on the scene investigating.