Police gave chase to a car near Wellington's waterfront early this afternoon.
The chase began about 1pm and was over in just a few minutes, the police said.
The car's occupants abandoned it near TSB Bank Arena and ran away.
Two people were detained and it was unclear if any others were being sought.
It was not known what sparked the incident but the police said there had been no injuries or damage.