Furthermore, the wireless stuff is commoditized at this point. You can just rent to be on the wireless that Apsara (et al) offer, and while some have private networks, there's not enough money left in the trade (see above) to be worth it if you don't already have one.
This is combined with liquidity moving away from public exchanges (both the lits and darks) towards being matched internally/by a partner (PFOF matching), which is purely a win for retail traders and is its own force that isn't going away. (Go on robinhood and buy 2 shares of SPY. It fills instantly. People love that. You can't just go get 2 shares of SPY off the lits, so where dyou think those are coming from?)
Traditional HFT is dead. The only extent any of the firms are still alive is the extent to which they've moved on to other trades, many of which are so much less latency sensitive that the microwave edge doesn't really give you enough alpha to be worth it.
(I worked for a firm for a long time that didnt move on to other trades... so I'm quite familiar with the scene.)
Why can't you just get 2 shares on an exchange?
This is pretty much just a legacy thing, but so many technical systems have this assumption built in that while odd-lot trading (trades not in the round lot size) has become a little more common on the exchanges, it’s still treated weirdly by the various systems involved.
But also, it’s better for you as a retail investor, to get them from a middleman, because they will generally give you a better price than the exchange. They will give you a better price because retail traders tend on average to be worse at trading than the overall market. You should take advantage of that, regardless of your actual ability level.
For stocks like SPY (those over $500 per share!), the vast majority of orders are odd lots.
This article is many years old and already has data strongly in that direction: https://www.nasdaq.com/articles/odd-facts-about-odd-lots-202...
And even if they could "just" do so, internal matching typically provides better price improvement on the NBBO than even the best execution you could get off the lits.
Edit: But yes TBC, you're correct that odd lot trades aren't unusual. But you're seeing trades there by actual market participants, not retail orders. They're not just trying to get those 2 shares, there's a broader strategy and they're aware of all the above nitty gritty.
In example 3, the NBBO for stock ABC is 495--500, but there is also an odd lot offer for 497 on exchange. If a Robinhood customer sends a market buy order, then Citadel is allowed to fill it for 499.999 even though it's better to send to the exchange. (And if they then pick up the odd lot themselves, it's easy arbitrage.)
By the way, while you're correct about some of your claims, odd lot executions definitely have to occur within the NBBO. (How could it be otherwise?) Otherwise, in the example above, Citadel would give an even worse price!
Round lots are excluded from the NBBO so that the NBBO can't be as easily influenced by quantities of shares that don't represent any material price signal. 1 share of practically anything but BRK class A represents ~nothing. Less than a round lot on a price level is basically no liquidity available at that level.
Even if there wasn't, I guess at least half the trading on stocks is through CFDs and not cash, so lots aren't even a thing for most investors.
In the current political environment, I don't see SEC (or any other gov't agency) growing courage anytime soon. Well, other than DOGE acting like an energy vampire growing stronger off of its victims.
I think that's really just a matter of the media giving bad press to HFTs "because it's scary". The boring reality is that not much people care, and HFTs are really not that important on the grand scale of things. We're talking about maybe 4/5 firms worldwide making single to low double digits billions in P&L, from an activity that is most likely overall positive, or say net 0 if you're a bit cynical. Good for them.
That is a fair amount of money being soaked up by a few firms. If low latency trading was banned real humans could compete for that money.
This argument is precisely Luddite and a strange position for anyone on this particular forum.
You're gonna need to physically collocate those people if you are trying to ban computers and latency based trading. Possibly in a "Pit" maybe in a building called an "Exchange" in places with a lot of financial services people like say NY or Chicago. Probably need to have some sort of membership/license requirement due to finite space. I dunno. Sounds like a novel concept that's never been tried.
As soon as you re-introduce distance, latency becomes a factor again. How do you eliminate "low latency trading" and prioritize "real humans" without putting them in the same room?
What do you actually propose here?
One way to reduce the impact of latency is to do away with continuous trading and move to frequent but discrete auctions. But this would just increase volatility.
Imagine if every X minutes / hours stocks moved Y% like they do at market open, as all the information that was disseminated since the last auction was re-priced in.
If anything the long term trend has been towards longer continuous trading sessions to reduce those types of jumps.
A consideration is once you do this, the business model of exchanges changes a lot (they make a ton of money on colo).
So they need revenue elsewhere, so maybe free retail trading goes away again, who knows.
Honestly, that's not even a peanut compared to what more typical finance institutions manage and earn.
Your typical institutional investor (pension funds, insurance company, fund of fund, bank, etc) manages in the 100s to 1000 billions. Each.
The whole HFT industry probably makes what a single institutional investor earns by buying US debt at 1%.
The HFT industry really is just a small microcosm, it just so happens that it triggers dreams and fantaisies in the public mind.
> If low latency trading was banned real humans could compete for that money.
But that's what we had before, and was it better ? I don't think having 1000s of trader monkeys buying and selling while refreshing their price feeds or shouting in a pit is any better.
At the end of the day, as long as there will be market inefficiencies, there will be arbitragers. I don't see the point of kicking those arbitraging at 1us to replace them with people arbitraging at 1s or 1m.
HFT, in a weird way, democratized market making while lowering spreads.
Remember it wasn't that long ago that spreads were 10-100x as wide as they are today, PLUS transaction costs were $5/10/50 per trade.
HFT & payment for order flow is what has made stock trading the low fee environment it is today.
I get how payment for order flow would help enable this current low upfront fee trading system we have today, they're managing to get their money from places other than direct fees. I don't exactly get how HFT also makes it low cost. Could you further explain that? Is it that mostly the people paying for the order flow is pretty much exclusively HFTs, and if they didn't exist the order flow market wouldn't exist?
Making up numbers here, if the HFTs manage to squeeze a dollar of profit out of the order flow data after buying my trade data for a dollar (two dollars of spread they manage to find), is that really better than me paying a dollar or two in fees for that order? It would be interesting to see the real values in question here on such things to actually gauge what is better for an average trader now trading in the low to zero fee trade market.
Because most HFT firms are also market makers. You can see them basically as middlemen that are mandated by the exchange to provide liquidity on both bid and ask by the market. These liquidity mandates reduce the spread for other traders, and in exchange market makers have lower, or even positive fees (i.e. they are _paid_ to trade).
Usually, market makers use these rebates to earn money by taking a passive order risk on behalf of an aggressive order from a flow they bought.
Think of it that way:
You're an exchange, you want people to trade on your platform, that's how you earn money.
For people to trade on your platform, you need liquidity, actual shares to buy and sell. So you invite market makers on your platform, and sign a contract with them, along the lines of "you have 0 trading fee but in exchange you need to provide $X of liquidity on bid and ask at any time and ensure a spread <Ybps".
Market makers accepting to on-board now have to somehow make a living while providing liquidity, but this is a risky business, because they are basically market making for people that are _more_ informed than them (they have adverse selection by design), and they have to respect their mandate of providing liquidity. That is, if a stock goes down, and people start selling it, the market maker still need to provide liquidity for sellers and buyers, which means maybe he will have to actually buy these shares that are tanking.
Usually the pure market making mandate is close to 0 profit, unless you spice it up with some other strategy. Taking passive order risk, netting order flow, maybe short term technical alpha, etc.
You can think of market makers and HFT basically as the same people. If you trade at high frequency, you're playing on micro changes in price, there's only so much a stock price can realistically move in 1s. HFT is only viable if you have very low, or no transaction cost. That's why there's a natural overlap between HFTs and MM.
There was no consolidated tape and obligation for exchanges to route your order for Best Execution. There was no National Best Bid Best Offer.
There was just whatever price the exchange your broker sent your order to filled you at.
Some exchanges cough NASDAQ cough used to do things like display sub-penny quotes even though they only filled at full penny increments. So they could attract flow advertising prices they wouldn't file you at. See Rule 612.
Let's say you buy $10k of some $50 stock today and decide to sell tomorrow. In the old days you'd have paid say $10 to your broker to buy, and $10 again to sell. Your bid-ask spread in isolation of any price changes in the stock would be 25cents per share x ($10k / $50 = 200 shares) = another $50 in spread. So you're all-in transaction costs would have been $70.
Now you probably have a no-fee brokerage, and generally a penny spread. So same formula is 1cent per share x (200 shares) = $2 in spread + $0 in fees. So you're all-in transaction costs would be $2.
$2 vs $70 on $10k round trip investment. 2bps vs 70bps.