only reason ipad/tablet feels more responsive is because on a capacitive touchscreen the system registers a touch an instant before you actually touch the screen. (try hovering your finger over the screen, you can register touches without touching the screen)
there is certainly no lag in PS4/XB1 controllers. FPS players would never stand for it, and there wouldnt be a eleventy brazillian FPS games for each system.