Magic Mouse 2 and Magic Trackpad 2 are recognized as Mighty Mouse
After fiddling with it for a while I came to the conclusion that I need a software update.

Installing OS X El Capitan 10.11.2 Beta (15C27e) fixed the issue.

Got to say force touch is pretty sweet.