A police spokesman said the incident happened on the A41 at Newport.
The county's operational policing unit said the occupants were arrested and the driver tested positive for drugs as well as having no licence and no insurance.
"The occupants from this stolen vehicle were arrested after use of stinger device to stop it. Driver was positive for drugs, no licence, insurance."
A stinger is a spike strip that is used to impede or stop the movement of wheeled vehicles by puncturing their tyres when placed in front of them.