The 28-year-old, who made the announcement on the Waikato Chiefs' Facebook page on Wednesday, will still be eligible for All Blacks selection when the British and Irish Lions tour New Zealand later this year.
"It is with great sadness but great excitement that this will be my last year playing rugby here in New Zealand," Cruden said in a video posted on the Chiefs' page.
"I have signed a three-year deal with Montpellier in France, which is a beautiful part of the world, a fantastic rugby club and a real opportunity (for me) to go out there and experience something different."
Cruden played 47 tests for the All Blacks and for a long time was seen as the heir apparent to Dan Carter in the number 10 jersey, though injuries cut short his opportunities to truly cement the role.