Sure, but in the same sense that there's a chance in Chess because you could be sick the day of your game and play worse as a result.
The game itself doesn't have intrinsic chance, but as with everything in life, the players do.
I do agree with your last point though, winning doesn't mean you played well, it just means you played better than your opponent.