Market Data Firm Spots the Tracks of Bizarre Robot Trading
jamie spotted a fascinating story at The Atlantic about "mysterious and possibly nefarious trading algorithms [that] are operating every minute of every day in" the stock market:
"Unknown entities for unknown reasons are sending thousands of orders a second through the electronic stock exchanges with no intent to actually trade. Often, the buy or sell prices that they are offering are so far from the market price that there's no way they'd ever be part of a trade. The bots sketch out odd patterns with their orders, leaving patterns in the data that are largely invisible to market participants."
Spotting the behavior of these bots was possible by looking at much finer time slices than casual traders ever see — cool detective work, but as the story points out, discovering it is just the beginning: "[W]e're witnessing a market phenomenon that is not easily explained. And it's really bizarre."
The "market" is a fucking scam.
There, that wasn't so hard, was it.
Living With a Nerd
It's probably someone programmed it to spam with lowball offers in hopes that some actually succeed. It wouldn't take very many successes for the buyer to make a profit.
"The "market" is a fucking scam."
I think I'd prefer to say that the market has a purpose, and that purpose has absolutely nothing to do with maintaining wealth for the casual investor. Once you abandon the idea that the market gives a damn about the solidity of retirement accounts or the portfolios of the masses, then it's easier to accept that the purpose of the market is to move money around and around in a big circle, while slowly siphoning it off into the pockets of particular groups.
Stocks are a massive game of hot potato. Whoever is holding the stock with the game is over gets burned.
I say it's not necessarily a scam because it should be clear to anybody looking in that this is how it works. Like the rake at a poker game, if you wait long enough the house has all the money. This fact isn't hidden - you just have to wake up to the implications.
They are designed to create timing opportunities in other trades.
I read an interview a few weeks ago about these trades. When we're talking about the majority of all stock trades being done by these incredibly fast bots, where people are looking for every possible advantage, there are many tricks. One of them is to flood out a huge quantity of bogus bid/sell offers in sufficient enough bulk that it may cause your competition's bot to slip a few micro seconds. Just enough for your own bot to snipe a fraction of a cent advantage.
If you are interested in the 'Cyber-War'. Forget China, head to Wall Street.
-Rick
"Most people in the U.S. wouldn't know they live in a tyrannical state if it walked up and grabbed their junk." - MyFirs
Usury is the sin of lending money for unfairly large amounts of interest. Capitalism is an economic system of lending money for as much profit as possible. Capitalism makes labor subservient to money. It lets people expand their power over others, not by working, but by lending. This unfair adjudication of risk and reward, and the subsequent consolidation of power into fewer and fewer hands, is why many religions, at one time or another before the rich took them over, considered usury a fairly serious sin.
The rich do not have to work to earn a living, they just sit back and let the money roll in. Supposedly the return they get is for the risk, but there is no risk involved. The rich can buy politicians, laws and experts who, in practice, reduce the risk to near zero. The average investor faces at least some real risk, but not the truly wealthy.
- None can love freedom heartily, but good men; the rest love not freedom, but license. -- John Milton
WoW has rules against using scripts, bots, and 3rd party programs to play for you. Failure to abide by the rules get you banned.
The stock market trading system has no rules against scripts, bots, and 3rd party programs to buy millions Every time I think about how WoW regulates the artificially increasing of fake wealth while the stock market has no regulation regarding the artificially increasing of actual wealth, I die a little inside.
I judt got a nre Kinesis keybiartf so please excusr ant egregiou typos.
My problem here is the quote "Unknown entities for unknown reasons are sending thousands of orders a second through the electronic stock exchanges". How can you have unknown entities trading? They have to be identifiable in order to make a trade! Or am I insane?
This is probably just testing by foreign actors to see how hard or easy it is to destroy the market, don't worry about it. Keep you gold under your mattress and everything will be all right.
I suspect that a fair amount of this is emergent behavior - complex patterns from simple rules. For example, if two bots are making test purchases of a stock, one penny greater than the last buy, up to a fixed, you end up getting these odd patterns. The two programmers may not have planned the interaction at all, though they have these weird Game of Life sort of patterns in the data.
Exactly.
The solution to the eBay sniping problem is to operate like a real auction, i.e., when the auctioneer gets a new bid as he is counting down to
close the auction, the closing time gets extended. So, for example, every bid on eBay in the last 5 minutes extends the closing time by 5 minutes. Same rule applies to the new extended closing time. So no one willing to continue bidding ever gets cut off by the clock.
It looks to me like the orders are trying to match against dark pool bids/asks, and/or all-or-nothing bids/asks. Another possibility is that they are trying to extract non public information from the trading system by purposefully loading the system down and timing responses.
High frequency trading bleeds money away from institutional investors (by sussing out dark pool bid/ask levels) and from market makers (by stealing ETF rebates for volume). Also, most brokerages use fairly simple algorithms to handle market orders which can be sussed out by the more sophisticated algorithms used by the HF traders.
None of this will really effect the retail investor, it amounts to a penny or less on some transactions. Frankly, people have it easy these days where the bid/ask spread is a single penny. When I began trading in my late teens the bid/ask spread was in fractions and was considerably more than a penny. Retail investors get much better pricing these days.
-Matt
You have proposed a solution to introduce more accountability, transparency, or ethical considerations into the free market. Wall Street will not accept your proposal because your solution:
(x) reduces profits gamed from the current flaws
(x) introduces accountability
(x) introduces transparency
(x) introduces ethical considerations
Some sort of automatic low bid type thing? Let's say you see 50 brand new cars on eBay with no reserve and you automatically bid $10 on every single one, knowing you have practically no chance in winnin, but thinking that one might stand. Perhaps its an automatic feed designed to buy shares of say, Walmart, but only if it hits .30 cents a share?
problem is, since every other large-scale HFT algorithm does the same thing the benefits are lost. of course, they all have to keep doing it to keep the new equilibrium going.
why hasn't this whole market fallen apart yet?
---
Is this the MPAA? Is this the RIAA? Is this the DMCA? I thought it was the USA!
That makes a hell of a lot more sense than any of the other explanations that have been posted. "Never attribute to malice what can properly be attributed to incompetence" -- ideas like shadowy international organizations communicating coded messages through stock trades or self-aware machine intelligences a la Skynet forming on the exchanges are certainly entertaining, but they're not needed to explain this phenomenon.
What is needed, of course, is an explanation of why We The People put up with this crap, when traders and their bots are playing Life not with blobs on a screen, but with our whole economy.
The correlation between ignorance of statistics and using "correlation is not causation" as an argument is close to 1.
In the absence of sensible regulation there are many abuses of the "free market" that effectively destroy it and turn it into a rigged game to benefit the already rich and powerful. Monopolies. Cartels. Price fixing. Trading on one's own account ahead of a customer.
These special access high-speed connections to the stock market exchange are market fixing tools, pure and simple. They allow the trading firms to skim the market for their own profit, thus defrauding every market participant in the world who lacks these powerful and privileged tools.
Requiring all buys to be held for a "long" time (a minute?, an hour?) would kill a lot of these shenanigans. Also requiring the link to go through a regulated buffer that introduces a random delay of a second or so would also take the wind out of their sales (pun intended). Or maybe we just impose a fee on each transaction so that they aren't free. Sub-millisecond trading loses a lot of luster if you automatically incur a charge equal to 0.1% (or something) of the stock's value.
Starships were meant to fly, Hands up and touch the sky - Nicky Minaj
You should pay attention to see if they have competent management, put out quality products, and keep their production in line. If on a daily basis, you notice the stock starting to slip, find out why.
Hrm.... Recently I saw a well profitable small electronics company loose 75% share value in a week. The only reason I could find out was a google search that found that this company was being targeted by short squeezes on forums.
I could have panicked and sold though, but I decided not to look at the share price for a while and its back up to where it was before the squeeze.
Sometimes share prices are being manipulated. You just have to know when.,
"I am the king of the Romans, and am superior to rules of grammar!"
-Sigismund, Holy Roman Emperor (1368-1437)
Stocks are a massive game of hot potato. Whoever is holding the stock with the game is over gets burned.
When is the game over? Do you mean when a company declares bankruptcy? (the game is over for that stock) Or when the market falls? (it goes up and down constantly) Or is the entire stock market going to crash and burn? (end of American society as we know it)
I agree that the goal of the stock market is not to maintain wealth--if you just want to maintain, you can't beat inflation-protected Treasuries. The stock market is a way to grow wealth, and the winning strategy is not a secret: dollar cost averaging and low-load index funds. It's not a get-rich-quick scheme, but it will grow wealth if given enough time.
If you're wheeling and dealing individual stocks, yeah, it's more like gambling. But that is only one way to play the stock market.
Build a man a fire, he's warm for one night. Set him on fire, and he's warm for the rest of his life.
Oh the more I re-read your post the more I realized how people who don't even pay attention to the stock market modded you up.
Even Enron and Worldcom didn't tank overnight.
Yes, but you are completely wrong in that they hid their problems from the world to the end. They were rated AAA by Moody's the day they announced bankruptcy. An investor can't protect themselves from companies that cook their books.
Fortunately that is illegal and rare.
An automatic buy order is stupid for the exact same reason. You might set yourself up to snap up a bargain if and when it ever happens, but the problem is, if the stock suddenly drops due to a pending bankruptcy or some other equally devastating reason, you'll get your stock purchase, making some other desperate seller very happy, and never be able to recover the cost.
But didn't you say companies don't go bankrupt overnight?
Obviously putting a limit buy order on say IBM or Coca-Cola is logical because they are not going bankrupt anytime soon.
"I am the king of the Romans, and am superior to rules of grammar!"
-Sigismund, Holy Roman Emperor (1368-1437)
I've never really understood the complaints about eBay sniping. Set your maximum bid at the actual maximum that you want to pay. Whether someone snipes or not, if your bid is the highest you will win. If it's not, you won't.
You are right in principle, but...let's say I see something now and decide I'll pay $50 max for it. If it sells for $50.01, well damn, I would have paid $50.01. I might not have paid $60, but one cent more?
It's really hard to find the exact to-the-penny point where your "no, I won't pay that" mode is tripped. Virtually everyone will pay a few cents more than their maximum bid - and hence, snipers flourish and cause angst. It's not a case of paying 20% more - that's obvious - it's a case of paying .001% more. Most people can't focus their "maximum that you want to pay" that finely.
Advice: on VPS providers
The solution is simple -- just tax each trade say one dollar per trade. It's not enough to bother the legitimate trades as all of them are for substantially more than a dollar each, usually thousands of dollars each. This would prohibit using the trading system to make a DOS attack on a competitor. Unless you are prepared to pay the tax.
I have a simpler solution to this: tax transactions. Seriously, the London Stock Exchange does it. You don't even have to tax excessively, simply tax each transaction a fixed amount (say $.25) or a very small % (like 0.005%). Why should high frequency trading even be allowed? This tax would also kill automated frontrunning. If churn is the problem, there are ways to slow things down.
Make sure everyone's vote counts: Verified Voting
I don't see why this is a big deal, though. If you bid $50.00 and it sells to someone else for $50.01, all that happened is that you failed to buy something. For you, that's a neutral outcome, not a bad one. The sniper bought the item they wanted and the seller got a fair price. Everyone either won or broke even. No harm happened to anyone. What's the problem?
"Believe me!" -- Donald Trump
The market has for the past century been government sanctioned gambling. There has been no real business conducted "on the market", and we all end up having to pay off these problem gamblers. These gambling/market robots are just another part of the game so that "the house always wins". The house are the well known and dodgy investment banks, and of course government eager to take their cut^H^H^Htax.
... isn't that the mysterious bidders are "testing" the market to see if anyone is selling or buying at outrageous prices. the problem is that the bids being placed are not placed in good faith -- this is against the law in the USA.
the crazy, high-frequency bids are placed and then cancelled at high speed. they act as place holders waiting in line for the price to move in their favoured direction. however, since the vast majority of the time the bids are cancelled, they never execute. this results in the mirage of liquidity and the inevitable "Flash Crash" where sellers come in and all the buyers instantly disappear.
check out my comic: Essential Tremors
Finally adjudicated? As in bankruptcy?
WTF are you babbling on about?
The * is worth whatever someone will pay for it.
That's right blair1q Enron really was worth all that money way back when (even though it was all fraud).
The money made was green and spent just the same (as long as you were not part of the fraud).
Stocks must be liquid for markets to work at all efficiently.
It's much harder to raise capital for a private corporation vs a public one.
There are several reasons for this but stock liquidity is definitely a feature for all investors (including but not limited to those that get in on IPOs).
It should be noted that most holders of IPO stock were previously holders of private stock (Founders, Angels, Vulture Capitalists etc), not Wall street insiders.
It should also be noted that IPO are 'Initial Public Offerings' not 'Only Public Offerings', companies raise capital with new stock offerings all the time.
I will agree with you that speculators are just gamblers who lower the signal to noise ratio in prices.
I'd tax any market gains from positions held less then a year the same a gambling winnings.
John McAfee 'It was like that time I hired that Bangkok prostitute; to do my taxes, while I fucked my accountant'
... that is, if people are doing this kind of thing to gum up the works for their competition, one answer is to assess a very small fee per trade, less than a penny. This would be completely negligible to a normal investor, but could be quite expensive to those trying to saturate the system for the benefit of their trading algorithm. Market-makers like Goldman Sachs would also wind up paying significant amounts, but given their privileged position which basically gives them a license to print money it's only fair. The fees collected could go into an insurance fund to help cover the next financial meltdown, and if it slows down trading a bit, that may well be a good thing. Complex nonlinear systems have a tendency to go unstable, and damping is one way of decreasing this possibility.
If I cut in front of you in line and buy the last of an item you intended to purchase, I am only causing you a neutral outcome. But it is still rude. Notice that people care somewhat less when they are sniped by a bidder who did at one time themselves have a winning bid, than when sniped by a bidder who showed no interest before the closing moments. This is because we use the number of bids and distinct bidders to gauge interest in an item when determining our own max bids. It's not logical (mostly because of sniping) but if I see bidding has slowed on an item with numerous bidders unwilling to go markedly higher than the current amount I can assume that the final price will be within that same ballpark. When there are fewer bidders taking turns having the highest bid, it is likely that one will wait until the very end to actually input their highest bid, which will generally be significantly more than their previous highest bid.
The intent is to game the system by creating bogus artificial demand-or lack of demand-in large enough quantities to influence trades below. Therefore,because they can do it at such a huge volume, and they know in advance what they are doing, they can use the split they have created to leverage that into a sort of arbitrage all day long. I am *guessing* right now they have to use a partner trader/bot to do the actual "real" trades following the bot shilling. Like secret partners in a poker game.
My opinion, crooked leeches, parasites, this sort of trading should be outright banned. I'd also like to see sales tax put on trades, we simply don't need this high speed trading at all, and that would be the simplest solution to this whole mess.
Would it reduce churn and volatility? Yes it would, not eliminate it, but slow it down enough to make it so actual human beings had to stop and think on what they want to do, and it would force a return to investing in a company, rather than this casino action we have now.
also see this, it's just a high tech variation: http://en.wikipedia.org/wiki/Front_running
This is starting to remind me of Charles Stross' Accelerando, and that worries me. XD
Don't just stand there, get that other dog!
Sure, there is a somewhat fuzzy edge between what you consider a fair price and the price at which you're not interested. Also, humans are not particularly rational beings. Combine the two and auctions can easily lead to someone paying over the odds.
You decided that $50 was your top price, but see that someone has bid $50.01. That's not worth losing over; you bid $50.05 (or whatever eBays minimum increment is); your competitor ups hers. This keeps on going for a few rounds (after all if it's worth $50 it's probably worth 20-30c more). But by now you've become emotionally involved: you've invested effort in making these bids, if you back down you'll have the negative feeling of having lost, rather than the neutral feeling of some item costing more than you wanted to pay. Before you started out you might have thought it was worth $50 but not $52. With little time to respond, and in the competitive auction environment, you don't make the same judgements and keep bidding one of you finally wins at $61. It then turns out you could have bought the item from another fixed priced seller for $55.
You see this a lot on eBay; it's good for the seller, but not for buyers. So much more rational to take advantage of eBay's Vickrey auction style proxy bidding. Bid your maximum and if you win you only pay for one increment above the 2nd choice person. Don't choose a round number, if the item is worth about $50 but not $52, pick a random number somewhere in between, say $50.73. If you win, great, if not you don't feel too bad about it -- it's not like the 50 vs 50.01, you've already given yourself a little margin.
In theory this is a good strategy but it doesn't take account of the pool of irrational eBayers, and the outright cheats. If you leave your best bid up a long while before the end, a couple of bad things might happen:
1) shill bidders (the seller, or someone in league with them using another account) may come and bid up the auction so you pay more than you otherwise would. They may even bid past your limit thus finding out your maximum, then cancel the bid and bid to just below your maximum. EBay don't allow it, but it happens where they don't spot it.
2) Someone may come and think it's worth $45, bid that and see it doesn't win. Reason as you did, and bid a little more, then a little more again. Now they're the one's getting emotionally involved and keep bidding thinking "just one more and I might be in the lead", eventually bidding themselves up past you even if they wouldn't have considered the item worth it.
Best to avoid this entirely, bid what you think's a fair price close to the end of auction. If others have done the same, and bid their maximum (you know, just like eBay suggest in to) then they won't be unhappy.
Hence snipping. Perfectly rational, and only a disadvantage to buyers who, for some reason, like to bid up incrementally instead of using the eBay proxy bid system.
I really can't see why buyers complain so much about it. Of course it's not in seller's interest, they benefit when people get carried away bidding.
Why is he being tagged INSIGHTFUL?
>For you, that's a neutral outcome, not a bad one.
Financially it was a neutral outcome. You're right about that. But it is also a BAD outcome - you WANTED something just enough to bid on it, and you didn't get it by a few cents. I would call that bad. Have you ever been on the receiving end of a sniper? Didn't think so.
>The sniper bought the item they wanted...
at the first bidder's expense. The first bidder took the RISK of being outbid by setting the initial bidding price. The sniper just had to wait it out and offer a FEW CENTS more, with NO RISK of being counterbid on an underpriced item.
>...and the seller got a fair price.
Nice of you decide what a "fair price" is. I think the seller would have liked to be on the receiving end of a bidding war. Isn't that what an auction is all about? The sniper also agreed that the current bid price was too low, otherwise why would he have sniped? The sniper COULD have bid higher hours before the end of auction, but this would have involved RISK of being outbid.
>Everyone either won or broke even.
Not true - only one person won, the sniper. The seller left some money on the table by selling low to the sniper.
>No harm happened to anyone.
Again, not true. The seller didn't get the best price and the original bidder didn't get an opportunity to offer a better price. The sniper wins by technicality.
E-bay's way of doing an auction is not quite like the meat-space auction. In meat-space, there is no time-cutoff for the auction, only price. The auction continues until no counterbids are offered, and the last bid wins. This, however, requires a mediator to announce the end of the auction to all bidders; "going once, going twice...sold". I'm certain that the cut-off time method was chosen at E-bay because it is cheaper and easier to implement, but not necessarily fairer.