Well gravity is far from constant - at least gravitational force isn't across the earth's surface. It varies with the underground mass of the area where you are located - more mass underground, the greater the gravitational pull. This variation is detected by satellites in order to perform underground surveys for things like understanding the amount of water beneath the surface of the earth in a given area.
As far how gravity affects the balance, and how that affects timekeeping is a lot more complex than you are indicating. Yes, there is greater friction with the watch in a vertical position, and this will affect the balance amplitude, and that in turn will affect timing. But how exactly that affects timekeeping is not nearly so straightforward - it really depends on a number of factors that lead to how isochronous the watch is.
Generally speaking though, often a lower amplitude will result in s shorter swing of the balance, and a faster rate, not slower as you have indicated, but again it depends on the specifics of the watch in question.
Cheers, Al
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