High-Frequency Trading (HFT): What It Is, How It Works, and Example (2024)

What Is High-Frequency Trading (HFT)?

High-frequency trading (HFT) is a trading method that uses powerful computer programs to transact a large number of orders in fractions of a second. HFT uses complex algorithms to analyze multiple markets and execute orders based on market conditions.

Traders with the fastest execution speeds are generally more profitable than those with slower execution speeds. HFT is also characterized by high turnover rates and order-to-trade ratios.

Key Takeaways

  • HFT is complex algorithmic trading in which large numbers of orders are executed within seconds.
  • HFT adds liquidity to the markets and eliminates small bid-ask spreads.
  • HFT is criticized for allowing large companies to gain an upper hand in trading.
  • Another complaint is that the liquidity produced by this type of trading is momentary—it disappears within seconds, making it impossible for traders to take advantage of it.

Understanding High-Frequency Trading (HFT)

High-frequency trading is a type of algorithmic trading. Traders are able to use HFT when they analyze important data to make decisions and complete trades in a matter of a few seconds. HFT facilitates large volumes of trades in a short amount of time while keeping track of market movements and identifying arbitrage opportunities.

Some of the key characteristics of high-frequency trading include:

  • Trading at high speeds
  • Large number of transactions executed
  • Short-term investment horizons

Because of the complexities and intricacies involved with HFT, it isn’t surprising that it is commonly used by banks, other financial institutions, and institutional investors.

It became popular when exchanges started to offer incentives for companies to add liquidity to the market. For instance, the New York Stock Exchange (NYSE) has a group of liquidity providers called supplemental liquidity providers (SLPs) that attempts to add competition and liquidity for existing quotes on the exchange.

The SLP was introduced following the collapse of Lehman Brothers in 2008, when liquidity was a major concern for investors. As an incentive to companies, the NYSE pays a fee or rebate for providing said liquidity. With millions of transactions per day, this results in a large amount of profits.

Some of the best-known HFT firms include Tower Research Capital, Citadel LLC, and Virtu Financial.

Advantages and Disadvantages of HFT

Advantages

The main benefit of high-frequency trading is the speed and ease with which transactions can be executed. Banks and other traders are able to execute a large volume of trades in a short period of time—usually within seconds.

HFT has improved market liquidity and removed bid-ask spreads that would have previously been too small. This was tested by adding fees on HFT, which led bid-ask spreads to increase. One study assessed how Canadian bid-ask spreads changed when the government introduced fees on HFT. It found that market-wide bid-ask spreads increased by 13% and retail spreads increased by 9%.

Disadvantages

HFT is controversial and has been met with some harsh criticism. It has replaced a numberof broker-dealers and uses mathematical models and algorithms to make decisions, taking human decisions and interaction out of the equation.

Decisions happen in milliseconds, and this could result in big market moves without reason. As an example, on May 6, 2010, the Dow Jones Industrial Average (DJIA) suffered what was then its largest intraday point drop, declining 1,000 points and dropping 10% in just 20 minutes before rising again. A government investigation blamed a massive order that triggered a sell-off for the crash.

An additional critique of HFT is it allows large companies to profit at the expense of the little guys. Its so-called ghost liquidity is also a source of criticism: The liquidity provided by HFT is available to the market one second and gone the next, preventing traders from actually being able to trade this liquidity.

Pros

  • Large volume of transactions at once

  • Easy and speedy process

  • Improves market liquidity

  • Removes small bid-ask spreads

Cons

  • Removes human decision making and interaction

  • Speedy transactions could result in major market moves

  • Traders can’t trade liquidity

How Does High-Frequency Trading Work?

High-frequency trading (HFT) is an automated form of trading. It involves the use of algorithms to identify trading opportunities. HFT is commonly used by banks, financial institutions, and institutional investors. It allows these entities to execute large batches of trades within a short period of time. Because everything is automated, trading becomes easy. HFT provides the market with liquidity. But it can result in major market moves and removes the human touch from the equation.

Does the Cryptocurrency Market Use High-Frequency Trading?

Yes, high-frequency trading does occur in the cryptocurrency market. It works the same way that HFT does in other markets. Using algorithms, it analyzes crypto data and facilitates a large volume of trades at once within a short period of time—usually within seconds.

How Fast Is a High-Frequency Trade?

High-frequency trading is fast. It can be as fast as 10 milliseconds. In some cases, it can be even less to execute a large batch of trades.

The Bottom Line

Advances in technology have helped many parts of the financial industry evolve, including the trading world. Computers and algorithms have made it easier to locate opportunities and make trading faster. High-frequency trading allows major trading entities to execute big orders very quickly.

Although it makes things easier, HFT (and other types of algorithmic trading) does come with drawbacks—notably the danger of causing major market moves, as it did in 2010, when the Dow suffered a large intraday drop.

High-Frequency Trading (HFT): What It Is, How It Works, and Example (2024)

FAQs

High-Frequency Trading (HFT): What It Is, How It Works, and Example? ›

High-frequency trading (HFT) is an automated form of trading. It involves the use of algorithms to identify trading opportunities. HFT is commonly used by banks, financial institutions, and institutional investors. It allows these entities to execute large batches of trades within a short period of time.

What is an example of HFT trading? ›

High-frequency trading can allow investors to take advantage of arbitrage opportunities that last for fractions of a second. For example, say it takes 0.5 seconds for the New York market to update its prices to match those in London. For half of a second, euros will sell for more in New York than they do in London.

How does high-frequency trading work? ›

It uses powerful computers to transact a large number of orders at extremely high speeds. These high-frequency trading platforms allow traders to execute millions of orders and scan multiple markets and exchanges in a matter of seconds, thus giving institutions that use the platforms an advantage in the open market.

What is HTF trading? ›

High Frequency Trading : Most commonly known as trades taking place in time intervals ranging from hours to microseconds and the volumes of the stocks traded tend to be quite large ~ around 50,000 shares at a time.

Can you make money with high-frequency trading? ›

High-frequency trading strategies

Although the strategy can be extremely risky, even a small difference in price can yield big profits. HFT algorithms can detect very small differences in prices faster than human observers and can ensure that their investors profit from the spread.

Is HFT trading illegal? ›

Regulators have caught some high-frequency traders engaging in illegal market manipulations such as spoofing and layering.

How hard is it to get into high-frequency trading? ›

You will likely have to work hard to find a role and it could take some time. While direct application to such firms is possible, the tricky part is figuring out which firms actually take part in HFT! Often, if you are well-known in your particular technical niche, the firms will try and recruit you directly.

Is HFT trading profitable? ›

Advantages of High-Frequency Trading

Even if there are small price fluctuations, investors can make hefty profits using HFT strategies through the bid-ask spreads. Increased Opportunities High-frequency trading involves powerful computers and software that can scan and analyse multiple markets simultaneously.

Can I invest in HFT? ›

Yes, high-frequency trading does occur in the cryptocurrency market. It works the same way that HFT does in other markets. Using algorithms, it analyzes crypto data and facilitates a large volume of trades at once within a short period of time—usually within seconds.

Can you do high-frequency trading from home? ›

High frequency trading can be done from home if you have enough money to trade and have top-of-the-line technology for order execution and speed.

Can trading make you a millionaire? ›

Here's How Much to Invest Each Month. Reaching millionaire status isn't easy, but it is achievable -- especially with the right strategy. Investing in the stock market is one of the most effective ways to build wealth, and with enough time and consistency, you could potentially earn well over $1 million.

How much does a high frequency trader earn in USA? ›

The average salary for High Frequency Trading is $1,34,851 per year in the United States. The average additional cash compensation for a High Frequency Trading in the United States is $43,586, with a range from $32,690 - $61,021.

Can normal people do high-frequency trading? ›

All portfolio-allocation decisions are made by computerized quantitative models. The success of high-frequency trading strategies is largely driven by their ability to simultaneously process large volumes of information, something ordinary human traders cannot do.

Is Morgan Stanley a HFT? ›

The other noticeable exceptions are the proprietary trading desks within banks who up until Volker were also major HFT players. This included BNP Paribas, Credit Suisse, Deutsche, Goldman Sachs, Lehman Brothers, Merrill Lynch, Morgan Stanley, Societe Generale and UBS to name a few.

What is the highest paid HFT? ›

The highest-paying job at Hft is a Senior Software Engineer with a salary of ₹59,62,230 per year (estimate).

Who are the top HFT market makers? ›

The major U.S. high-frequency trading firms include Virtu Financial, Tower Research Capital, IMC, Tradebot, Akuna Capital and Citadel LLC.

How do you identify HFT? ›

More specifically, a market participant is recognised as an HFT if it has at least one of the following conditions (AMF, 2017): (i) the participant has cancelled at least 100,000 orders during the year, and the lifetime of those cancelled orders is below the average of the lifetime of all orders in the order book; (ii) ...

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