> Depth balance is a number between 100 and -100.   At one extreme, all the
> orders would be on the bid side, on the other extreme they are all on the
> ask side, and at 0 there are equal numbers of bids and asks (adding each of
> 10 levels on the bid side, and the ask side).
>

Just to expand on this a little. The idea with tracking depth balance
and its changes (known as velocity of balance in JBT) is that the
Level2 sizes and prices represent the current demand and supply
(buyers and sellers) in a particular market. Depth balance in JBT
measures exactly that. Of course, if things were as pure and linear as
the classical economics prescribes it, your strategy would buy when
the demand exceeds the supply, and sell short otherwise. In reality,
things are much more complicated.

First, there is a lot of noise which obscures the patterns.

Second, there is a lot of game playing in the L2 where players flash
bids with the real intention to sell, and flash offers with the real
intention to buy.

Third, there is a powerful factor which works against the classical
theory. This factor states that the market will move to the point of
the highest liquidity. That is, the price will move in the direction
where the highest number of shares/contracts can be traded. If you
think about this, it makes sense. The large players moving a lot of
money in the market don't care where the price moves. They only care
how they can make the largest amount of money with as least risk as
possible. They will go long as easily as they would go short,
especially in the futures markets. So, let's consider a classical
case. The demand is 10000 (that is, the cumulative bid is 10,000
contracts), the supply is 1000 (that is, the cumulative offer is 1,000
contracts). Clearly, the demand far exceeds the supply, so by all the
scientific economic principles, the price should go up. Now imagine
that you are a big guy, and the way that you make money is move 10,000
of contracts at a time. In this particular situation, there is not
enough liquidity on the supply side to move your size, but enough on
the demand side. That is to say, it's easier for you to actually sell
10,000 than to buy 10,000 contracts. As a result, while everything is
telling us that the price is about to go up, it may in fact move down,
as a result of you "selling into liquidity".

So, all of these factors complicate things. Ultimately, it comes down
to whether you can somehow take them into account and come up with a
strategy to take advantage of them.

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