Can someone help me understand this beyond analogies please? If I submit a buy order for 10 shares of GOOG with a limit of $1134 that order is going to show up in the data stream of HFTs only after it has become a valid open order on the exchange, right? If at that time there is a sufficient volume of open sell orders at or below my limit, does my order go through or is there a way for an HFT to overtake my order? Th…
If it's a limit order the HFT firm is going to immediately decide whether it wants to take the other side of your order (i.e. immediately give you an out that leaves you whole with 10 shares of GOOG at $1134) or whether they don't want the order in which case they might send it directly to a lit venue like NYSE where your order will rest in the open market.
If they take it, from there the firm is going to try to liquidate the position in the market now that they are short 10 shares of GOOG. It is up to their discretion on when they want to even out their portfolio. The idea is that sophisticated traders are able to better time and aggregate retail orders than the retail customer themselves and here is where they make money albeit with a little risk.
For one simple example since you only wanted 10 shares of GOOG typically you would pay a penalty for executing an odd lot (an odd lot is an order that is not an even multiple of 100). If the firm can collect 10 buy orders of 10 then they can avoid the odd lot penalty.