Salt Strong looked at reel size. Using identical 7'6" rods, one with a 1000 Diawa Fuego and the other a 3000 Diawa Fuego, both spooled with 10lb Power Pro and using the same weight. They conclude there was a noticeable difference, but it looked pretty negligible to me.
They were casting what looks like a 28gm teardrop weight, so different to your use. I suspect the difference would be even less with lighter weights.
When I go fishing, if I'm fishing from the shore or with a tub in tow across the flats, I often carry a spare reel in case I have a session ending wind knot, then I can j