Officers believe the thieves used relay devices to boost the key signal of two Mercedes AMGs from Steels Lane and Blundel Lane.
Police are reminding owners of keyless cars to ensure they have correct security measures in place.
A steering wheel lock is recommended, as well as keeping keys away from doors and windows and be stored in signal blocking pouch.