The thieves apparently used bolt cutters to break into Running Away Multisport in the 2200-block of North Clybourn Avenue.
The thieves got away with at least 15 high-end bicycles, along with GPS units and athletic clothing.
A U-Haul truck may have been used as a getaway vehicle.
So far, no one is in custody.