My guess is that you have a air leak in the intake somewhere- a cracked hose, fitting, etc... - and this is causing the air/fuel ratio to be off. It only shows up when you are running WOT. At partial throttle it isn't enough to cause issues. Just a guess.

Can you look at your fuel trims? AKA 'short and long term adaptations'