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Monday, December 29, 2025

High Frequency Trading Hails its First Billionaire

Courtesy of Mish.

Vincent “Vinnie” Viola, the founder of Virtu Financial Inc, is High Frequency Trading’s (HFT) first billionaire. He has an impressive track record of just “one losing trading day” during a 1,238 trading-day period.

How does he do it? The same way other High-Frequency do it: front running trades and scalping countless billions and billions of fractions-of-pennies in the process.

Before discussing the first HFT billionaire, let’s post some background for those who are not familiar with the process.

What Is HFT?

Wikipedia reports …

High-frequency trading (HFT) is a type of algorithmic trading, specifically the use of sophisticated technological tools and computer algorithms to rapidly trade securities. HFT uses proprietary trading strategies carried out by computers to move in and out of positions in seconds or fractions of a second. Firms focused on HFT rely on advanced computer systems, the processing speed of their trades and their access to the market.

As of 2009, studies suggested HFT firms accounted for 60-73% of all US equity trading volume, with that number falling to approximately 50% in 2012.

High-frequency traders, move in and out of short-term positions aiming to capture sometimes just a fraction of a cent in profit on every trade. HFT firms do not employ significant leverage, accumulate positions or hold their portfolios overnight; they typically compete against other HFTs, rather than long-term investors. As a result, HFT has a potential Sharpe ratio (a measure of risk and reward) thousands of times higher than traditional buy-and-hold strategies.

HFT may cause new types of serious risks to the financial system. Algorithmic and HFT were both found to have contributed to volatility in the May 6, 2010 Flash Crash, when high-frequency liquidity providers rapidly withdrew from the market. Several European countries have proposed curtailing or banning HFT due to concerns about volatility. Other complaints against HFT include the argument that some HFT firms scrape profits from investors when index funds rebalance their portfolios.

History

Profiting from speed advantages in the market is as old as trading itself. In the 17th century, the Rothschilds were able to arbitrage prices of the same security across country borders by using carrier pigeons to relay information before their competitors. HFT modernizes this concept using the latest communications technology.

High-frequency trading has taken place at least since 1999, after the U.S. Securities and Exchange Commission (SEC) authorized electronic exchanges in 1998. At the turn of the 21st century, HFT trades had an execution time of several seconds, whereas by 2010 this had decreased to milli- and even microseconds. Until recently, high-frequency trading was a little-known topic outside the financial sector, with an article published by the New York Times in July 2009 being one of the first to bring the subject to the public’s attention. On September 2, 2013, Italy became the world’s first country to introduce a tax specifically targeted at HFT, charging a levy of 0.002% on equity transactions lasting less than 0.5 seconds.

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