They then fled the area in a stolen silver Nissan Primera sedan with the registration AAN887.
Police pursued the vehicle after a member of the public alerted them, but the pursuit was abandoned just four to five minutes into the chase.
The driver of the stolen car had been driving at excess speed, crossing the centre line and overtaking several cars dangerously, police said.
Hours later police then set off on a second pursuit of the Nissen Primera in Taupo at about 11.45am.
The driver failed to stop for police.
The car then veered off the road after it hit road spikes which police had set up on State Highway Six near Mountain Rd. It came to a stop after crashing into a tree.
All three occupants sustained serious injuries and were taken to hospitals in the upper North Island.
Police are investigating all three incidents and no further comment will be made at this stage.
Any sightings of the Nissan, in particular the manner of driving leading up to and during the incidents, can be reported to Napier and Taupo Police