What Is High-Frequency Trading (HFT)? 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.
  • It 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
  • A 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, 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 the 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 its largest intraday point drop until then, 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 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 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.

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

FAQs

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

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 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? ›

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.

What is HTF trading? ›

What is HTF? ● 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.

What are the high-frequency trading HFT strategies? ›

Their strategies include different forms of arbitrage, long/short equity, and market making. HFT firms rely on the ultrafast speed of computer software, data access, and connectivity with minimal latency (delay).

How do HFT traders make money? ›

High-frequency traders move in and out of short-term positions at high volumes and high speeds aiming to capture sometimes a fraction of a cent in profit on every trade. HFT firms do not consume significant amounts of capital, accumulate positions or hold their portfolios overnight.

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.

Is HFT trading safe? ›

Risks of High-Frequency Trading

The ratio is much greater than the classic investor who invests with a long-term strategy. A high-frequency trader will sometimes only profit a fraction of a cent, which is all they need to make gains throughout the day but also increases the chances of a significant loss.

Is high-frequency trading illegal? ›

[4] These types of trades are illegal and cause market movements or prompt market activity that would not have happened had these HFT traders not manipulated the market to their advantage.

Can individuals do high-frequency trading? ›

Another concern about HFT is that it gives an unfair advantage to large financial institutions over individual investors. Individual, small investors are at a disadvantage because they lack the resources and speed to process information as efficiently as high-frequency trading computers.

What are the pros and cons of high-frequency trading? ›

High-frequency trading offers significant benefits to online Forex brokers, including speed, liquidity provision, risk management, and data analysis. However, it also comes with disadvantages such as increased market volatility, concerns about market manipulation, high infrastructure costs, and regulatory scrutiny.

How to start high-frequency trading? ›

To make a HFT system you have to assume that the hypothesis: “there are market inefficiencies” is true. Since everybody is looking at the market at the same time, there will be a group of individuals, which figure out these inefficiencies (e.g. using statistics) and try to compensate them.

Is HFT a day trading? ›

HFT and 'daytrading' do not directly compete against each other. Their timeframes are different, HFT being higher frequency. However, there are plenty of 'algos' which are designed to take advantage of the known predilections of intraday traders if this is what you mean.

What is the best major for high-frequency trading? ›

Be aware that HFT is an extremely technical discipline and it attracts the very best candidates from the fields of mathematics, physics, computer science and electronic engineering, often at the grad school level or with years of industry expertise in a niche area.

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.

Is HFT legal in the US? ›

Is high-frequency forex trading legal? Yes, high-frequency trading is legal. That being said, it's possible that high-frequency trading strategies will not be permitted by your broker. Price-driven strategies (such as scalping) or latency-driven arbitrage strategies are prohibited altogether by some brokers.

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) ...

How is HFT different from normal trading? ›

Many proponents of high-frequency trading argue that it enhances liquidity in the market. HFT clearly increases competition in the market as trades are executed faster and the volume of trades significantly increases. The increased liquidity causes bid-ask spreads to decline, making the markets more price-efficient.

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