TRD Supercharger on a Toyota 4Runner?

I have a toyota 4runner with a TRD supercharger. Never owned or really drove a 4Runner before mine, and I'm wondering if the TRD Supercharger really makes a difference at all, or if I'd be better off removing it to save money on gas, since the supercharger only runs on premium and decreases mileage a little.
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