The operation continued for four hours and ended after an exchange of fire between the rangers and the criminals.
Several weapons were also seized from the suspects during the operation.
Meanwhile, unidentified people torched two cars in Ibrahim Haideri area and from Nipa square.
Earlier, more than 300 suspects were taken into custody during search operation in different areas of Mangophir.
Rangers’ spokesperson said the action had been taken on a tip off.
He claimed the law enforcement agencies received information regarding the presence of criminal elements destabilising peace in the city.