In a surprise decision last November, Judge Jeff Smith backed the iwi, ruling the development would be of little benefit for the Maori who live on the island or the general public.
In announcing the company's decision to shelve plans yesterday, Blakely Pacific managing director Phil Taylor said the company had reviewed its performance to make sure it was making the best use of its land.
"We've decided that what's best for us and our shareholders right now is to stick to our core business, and that's forestry."
Iwi representative Donna Poka was "blown away" when told of the decision in a meeting with Mr Taylor last week.
She told APN News & Media it effectively ended a hard-fought battle. "We are just over the moon, just gobsmacked."