It depends on what brand of duct tape you use.
I use vinyl Bundling tape, which I'm sorry to say is VERY expensive, and I had it on something for well over 2 years, and it didn't peel.
I also use the Duck brand duck tape you can find all over the place.
IT NEVER EVER EVER EVER peels. EVER...