How to showcase fee on checkout page only
If you want to showcase your extra fee only on the checkout page then you can use the " Showcase fee on checkout only" option.
When you check this option, It will disable the extra fee from the cart page and showcase it only on the checkout page.
Screenshot - 1: (Admin: Showcase fee on checkout only)
Screenshot - 2: (Front: Checkout page view with extra fee)