Dinesh Phulwani (25), Kishore Waswani (19) and Sanjay Soni (19) were nabbed as they were planning a heist, they said.
One pistol, one-country made revolver and four live cartridges were recovered from their possession, they said.
Their two motorcycles were also taken seized, they said, adding, further probe is on.