Heavy rain is also expected for Mt Taranaki and Tararua Range.
The combination of strong winds, heavy swells and high tides could cause coastal inundation on the West Coast and Nelson on Thursday.
Snow is expected to fall on many of the South Island's skifields.
Cardrona Alpine Resort marketing manager Nadia Ellis said the changing weather was "crazy".
"It is so unseasonable. From the extremes of 35C in Wanaka earlier this week, to snow predicted, makes it all very interesting.
"At Mt Cook they are predicting greater snowfall this week than at Whistler Blackcomb in Canada, which is in the middle of winter."
While MetService is predicting 8cm of snow to fall on the Cardrona Skifield tomorrow, Ellis says the continuing warm weather means it is unlikely to settle enough for people to be able to get on their skis and snowboards.
Over the summer months Cardrona opens up to mountain bikes and carts, which Ellis expects could make for some "interesting rides" in the snow.