Road snowfall warnings had to be issued throughout Thursday for the Desert Road.
The warnings were issued for nine hours between noon and 9pm.
Snow showers are forecast to affect higher parts of the road until late on Thursday, and 3cm to 6cm of snow may settle on the road at the highest point of the Desert Road, with lesser amounts down to 800m.
MetService meteorologist Luis Fernandes said snowfall in the Ohakune township was not ruled out, but it was more likely to be sleet and not settle on the ground.
"Ohakune township's altitude is around 610 metres, so it's lower than where snow will fall."