Two player support comes at a cost.
Nintendo posted a Twitter update about playing with multiple Wii U GamePads, stating that for games that utilize two controllers will experience a drop in framerate. The Wii U will lower the framerate to at least 30fps. Apparently switching one off will smoothly transition the framerate back to normal.