Exactly- it’s principally a function of optics. I’ve used tons of 35mm and 16mm zoom lenses that do this too. You have to pay serious, serious dollars to get a lens that maintains it’s widest aperture throughout the zoom range. Best to read the manual for the optics carefully and avoid shooting wide open.
Noah