Really nice twist with the upgrades, but it does become unbalanced if you lose more than two times against your opponent since they can level up the same item and have it automatically win against any item, which allows them to do the same for the other two options. Maybe instead have the upgrades on a turn based where both players can upgrade at the same time? Allows each player to play a counter to their upgrades.
But still solid idea.