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Ask HN: High-frequency trading (HFT) for individual investors?
As someone who is new and ignorant to the world of high-frequency trading, I am wondering if anyone is aware of any tools/solutions that leverage today's smart tools (machine learning, etc) to empower INDIVIDUAL investors.
- brubaker 13y agoJust outright take a match to your money, it will be a more efficient way of losing it.
- asselinpaul 13y agorenting machines really close to multiple exchanges and keeping them running would be cost prohibitive for most individual investor. I'm currently taking https://www.coursera.org/course/compinvesting1 https://www.coursera.org/course/compinvesting1, it's quite basic but the next course, 'Computational Investing 2' will go through Machine Learning for investing (scheduled for January I think). Hope this helps.
- taproot 13y agoLike playing the ends, I believe you need substantial bankrolling to turn a profit as your betting on the smallest gains with a very large amount of money. For the individual you would either need to be very good (best of the best) or do it for a very long time. You would still require a sizeable bankroll.
- akg_67 13y agoHFT Trading is an expensive proposition even for trading firms so I doubt individual investors can participate. Last I heard that it can cost you upward of $10K/mo to locate a HFT server in a low latency location (a primary requirement for HFT). If by HFT, you are referring to quantitative trading then there are several sites like Think or Swim, Ninja Trader, etc that you can use. There is lot of research literature available online for Quantitative Trading ideas.
- thejteam 13y agoTo elaborate a bit on what others are saying, while software algorithms are important the real advantage in HFT comes from physical server location that reduces the latency between you and the exchange. And like all real estate, prime location is expensive.
- markhall 13y agoThanks everyone for your comments and feedback. It definitely provides more details around my question/interest. If you have any further info, don't hesitate to share.
- gourneau 13y agohttps://www.quantopian.com/ https://www.quantopian.com/ is an amazing place to both learn and actually write algos that can make real trades.
- davidlbatey 13y agoThere is a really good blog http://www.quantstart.com/ http://www.quantstart.com/ if you know how to code.
- kohanz 13y agoHFT (high-frequency trading) is a buzz-word that's being thrown around, but what I think you're really asking is whether automated trading is possible for individual investors. The infrastructre and costs of HFT (hardware, co-location, etc.) are enormously high and as far as I know only institutions can compete on this level. However, if you have an algorithm that has an edge that does not depend on millisecond level execution, you're just talking about automated trading and this is very achievable by an individual. Many brokers offer APIs to service this market. For example, Interactive Brokers has a commonly used API that has a sizable community of people working with it. About 6 years ago, I developed an automated trading system with a friend who was a self-employed day trader at the time. It was a very interesting project and quite successful for a while. However, as time passed, markets changed and so did the profitability of our algo. At our peak we were doing 10k profit/month after commissions, but it was short-lived. There are several communities, such as at IB, or Elite Trader, to discuss the topic of automated trading, but don't expect the helpful atmosphere you get here. It's an extremely competitive environment (even though you're almost never directly competing with the small-time investors who post on those forums) and there is much more misinformation and trolling than there is useful reading.
- samfisher83 13y agoYou have to have your server very close to where the trading occurs. If the imbalance in the trade exists for a few microseconds and if your connection takes 10's of milliseconds you have no chance. Secondly these trading firms are hiring PhDs a lot of money to come up with these algorithms. So you need to make sure you can come up with something a little smarter.
- dpweb 13y agoThere's a small group of people out there consistently making money trading and you can start with a rather minimal investment. Well, i believe 25k as a retail daytrader. Less at a ..prop firm.. But that route has its own set of risks and advantages. What you need is an edge of course, but a real edge. The guys who make money for a year or two or five and then lose it all in year six are also common. They thought they had an edge and didnt. The problem of course is, as with arbitrage, the market itself eliminates any edge for it participants. It is possible to be successful, true its not easy, but im not sure what in life thats worthwhile is easy. Guys who say, its impossible, you will lose. Thats ignorance. HFT definately has an edge, but its not as much in their propietary strategies as people think. HFT firms can make on average a tenth of cent profit on every share traded, and be profitable. Of course they trade large volume, and with their broker dealer relationships pay a very very low commission rate, a rate so low its unavailable to the average joe. If they paid what you pay to make a trade, they would go broke. Their other edge, techniques to flash orders in high speed to the exchanges, are in part edges based on their expensive high speed connections, but also in some cases lax regulatory environment. Generally, markets have rules against ..manipulation.. Meaning showing or placing an order they have no intention of executing, but placing it to manipulate the current price and there are a few ways to do this. Exchanges overall have cracked down, but not always to the extent they could. Some trading operations have been caught and fined by the sec for this kind of activity. And then of course their strategies mostly based on statistical methods which presumes the price movements are random and statistics can be used to predict them. With the other advantages, high speed connections, extremely low fees, high volume.. They dont need a crystal ball in their strategy, but something just good enough to turn the 50 percent chance of success to say 50.1 percent. Recommendations for you, learn by doing and get a low fee broker. Not giving away your profits in commissions is absolutely essential. Interactive Brokers is a common choice for the retail trader and pretty good choice overall. With trading, its tough as you may have to go bankrupt a couple times to learn what works. More than many people are willing to tolerate.