TCA Trends: Venue analysis tops buy-side priorities

Ivy Schmerken

It’s no secret that institutional traders are utilizing transaction cost analysis (TCA) for equities trading as a tool for measuring execution quality and reducing slippage against trading benchmarks. While TCA first emerged on equities trading desks as a “check–the-box” compliance function, the tool is now pervasive on equity trading desks. Seventy-nine percent of institutional traders […]

TCA Trends: Venue analysis tops buy-side priorities

It’s no secret that institutional traders are utilizing transaction cost analysis (TCA) for equities trading as a tool for measuring execution quality and reducing slippage against trading benchmarks.

While TCA first emerged on equities trading desks as a “check–the-box” compliance function, the tool is now pervasive on equity trading desks.

Seventy-nine percent of institutional traders utilized TCA in their investment process in 2015, up from 78% the prior year, according to a Greenwich Associates report discussed on a March 3rd webinar. For larger institutions, the TCA usage numbers are closer to 100%, said Greenwich research consultants.

Seventy-four percent of the respondents said they use TCA for post-trade analysis to examine trader and trade effectiveness against a benchmark.

Now that TCA has matured in equities, the question is where is TCA moving next?

TCA’s focus in equities is shifting to venue analysis, according to Richard Johnson, Vice President in the Market Structure and Technology practice at Greenwich Associates, who discussed the firm’s latest research.

Next TCA Trend: Venue Analysis

The focus of equities TCA is shifting to venue analysis. “The No. 1 tool that buy-side TCA’s traders said was lacking in TCA packages was venue analysis,” said Johnson, noting that this was the view of 40 percent of buy-side traders surveyed.

With 12 exchanges and more than 36 dark pools to navigate, buy-side firms are realizing that where they route their orders can influence the outcome of their executions. Forty-five percent who use venue specific analysis have changed their order handling practices, noted Johnson.

Currently, buy-side traders look at execution quality and fill rates as the two main pieces of functionality.

“You find words such as “adverse selection” and “information leakage” used with respect to venue analysis, but that is really not what the buy-side is looking at now,” said Johnson. Sixty-four percent of traders use venue analysis for execution quality, while 30% look at fill rates, and 20% find it useful for toxicity.“With respect to execution quality, they are comparing the fills from one venue to all other execution venues in the marketplace at or around the time of that trade,” he explained. “That is the most practical benchmark now for measuring a venue’s execution quality,” he added.

Secondly, buy-side traders are using fill rates to analyze the venues. The turning point occurred in March of 2014 when the “Flash Boys” book raised concerns about how orders were routed. The issue was whether high frequency traders with cross connections in data centers could see their orders coming, and might pull their quotes, resulting in lower fill rates, noted Johnson.

“Now buy-side traders understand that the quality of their executions is heavily influenced by the venues they’re connected to,” said the analyst.

Post-trade is still the “bread and butter” of equities TCA, where people look at slippage analysis against a benchmark such as volume weighted-average-price (VWAP) or implementation shortfall. Pre-trade estimates are not used as much because the impact estimates can vary as much as 25 basis points for a low of 10 or a high of 40, noted Johnson.

Traders will use pre-trade TCA more at a portfolio level on a basket of 30, 50 or 100 stocks where the variance decreases with that larger number of securities in the portfolio. “I think that pre-trade is really only applicable for basket trades and portfolio-type trades and not trades on a single-stock basis, which is why you see much lower usage there,” explained Johnson.

TCA’s Rise in FX and Fixed Income

Moving beyond equities, TCA has been gaining traction in foreign exchange and fixed income as these markets continue migrating to electronic trading platforms. Economic and regulatory forces, such as central clearing and MiFID II, are creating the demand for more transparency in OTC products, according to Greenwich research.

However, unlike equities, where 100% of trades use it, usage rates drop sharply in other asset classes. In April of 2015, Greenwich research reported that over one-third of fixed-income investors now use TCA as part of their trading process, up from 19% just two years earlier. (An interesting data point is that less than half the people in fixed income use TCA for pre-trade.)

“Post-trade is still the dominant use of TCA and analytics in the bond market. But increasingly we’re seeing more and more adoption at the pre-trade level,” said Kevin McPartland, head of market structure and technology research at Greenwich Associates on a separate March 23 webinar updating trends in electronic fixed- income trading.

Clearly, TCA has a lot of growth potential in FX and fixed income on the buy-side, but has barely reached infancy in terms of buy-side penetration. Based on Greenwich’s February 2016 Trade Optimization Study, 100% of the buy-side utilize TCA in equities, 26% in FX, 9% in corporate bonds, 8% in government bonds, 6% in futures, 3% in options and only 2% in swaps.

But with so many new electronic bond trading venues now entering the market, “firms are still trying to wrap their heads around how to do TCA,” said McPartland.

Looking ahead to growth rates, McPartland told Markets Media in April 2015 that he expects TCA usage by fixed income investors to grow similar to that of foreign exchange, predicting that about half of buy-side firms would be using TCA for FX and fixed income within two years. That’s more than double the usage reported in 2011, when a Greenwich survey of institutions across the globe found that almost a quarter of participants used TCA in fixed income while a similar share employed TCA in FX trading.

Read this next

Digital Assets

Big Time Generates over $100M in Revenue since Preseason

Innovative game developer Big Time Studios announces that its highly anticipated free-to-play multiplayer action/MMO RPG Big Time, has generated $100M in revenue. According to the team, players transacted a total volume of over $230M, without selling a single token.

Digital Assets

Centralized exchanges are 10 times more popular than DEXs in Western Europe

Western European traders are found to prefer centralized exchanges over decentralized ones as CEX traffic outpaces DEXs by a factor of ten.

Market News

Stock Market Analysis: Is NVDA Losing Its Leadership?

Since the beginning of the week, the S&P 500 Index (US500) has seen a modest increase of about 0.58%, whereas NVDA’s share price has experienced a decline of approximately 3.8%. This recent divergence raises concerns among Nvidia stock investors — could it signify a loss of NVDA’s market leadership?

Industry News

ESG: Australian regulator wins first greenwashing court case against Vanguard

Vanguard admitted that a notable portion of the securities within both the Index and the Fund did not undergo the promised ESG scrutiny.

Fintech, Uncategorized

BitMEX integrates HALO from Solidus Labs for cross-market surveillance

“The recent approval of the Spot Bitcoin ETF has piqued the market’s interest. As a result of price volatility, the trading volumes for crypto derivatives have gone up substantially. HALO, with its advanced technology and crypto-native detection architecture, will enable BitMEX to smoothly and safely scale trade surveillance across its increased trading volumes and provide the necessary safeguards for new product launches.”

Reviews

IUX Broker Review

IUX, recently rebranded from IUX Markets, stands as a multi-asset Forex broker recognized for its regulatory compliance across various jurisdictions.

Industry News

Horizon Software rebrands to Horizon Trading Solutions

“Horizon Trading Solutions has seen accelerated global growth over the past year to meet the rising demand for our trading solutions and built-for-purpose technology offering. The choice to rebrand represents a key part of this development, while maintaining our heritage and history in the industry.”

Market News

USDJPY has surged to levels last witnessed in 2022. Should we consider opening a short position?

The recent resurgence of the US dollar has propelled USD/JPY to new heights, touching levels not seen since 2022. This surge comes against the backdrop of stable short-term yields and ongoing economic data that fails to signal a significant slowdown, prompting questions about the extent of current monetary easing measures.

Digital Assets

DED Trends on Twitter After Memecoin Snapshot Announcement

Polkadot-backed community coin #DED, made it to the trending charts on X, demonstrating community’s engagement and interest behind the memecoin. 

<