No doubt you would.
I can run the present charbroiler for less than $10 @ night with propane with no expectation of wood flavor. If I'm to spend $45 @ day on pellets, assuming a pallet load purchase, I would expect wood flavor. What I don't know is how much wood flavor it produces.