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

US, UK probe $20 billion Tether transfers tied to Russian exchange.

U.S. and UK authorities are investigating the movement of $20 billion in the USD-pegged stablecoin tether (USDT) through Moscow-based exchange Garantex.

Digital Assets

BlockDAG Presale Raises $9.9M as Batch 5 Nears Sell-Out Amid Bonk’s Fluctuating Trading Volume & Spell’s Bullish Price

Explore BONK’s trading volume, SPELL’s market shifts, and why BlockDAG’s 10,000 ROI makes it an ideal crypto for savvy investors in 2024.

Digital Assets

Bybit expands into Europe amid regulatory scrutiny

Dubai-based cryptocurrency exchange Bybit is expanding its operations in Europe after encountering regulatory challenges in Hong Kong.

Digital Assets

Cathie Wood’s sponsored Bitcoin ETF sees historic $200 million inflows

The ARK 21Shares Bitcoin ETF (ARKB), co-sponsored by Cathie Wood’s ARK Invest, registered historic inflows exceeding $200 million on Wednesday, signaling a robust appetite among investors for Bitcoin-centric investments.

Digital Assets

Sam Bankman-Fried might see his 25-year sentence halved

Sam Bankman-Fried, the founder of the failed cryptocurrency exchange FTX, was sentenced to 25 years in federal prison by a Manhattan court on Thursday. This comes after he was convicted of defrauding customers and investors, with Judge Lewis Kaplan highlighting the potential future risks posed by Bankman-Fried.

Technical Analysis

EURJPY Technical Analysis Report 28 March, 2024

EURJPY currency pair under the bearish pressure after the pair reversed down from the major resistance level 164.25, which also stopped the sharp weekly uptrend at the end of last year,

Digital Assets

BlockDAG’s Presale Hits $9.9M, MultiversX & MINA Price Predictions Show Green

Read about BlockDAG’s promising $10 prediction and insights on MultiversX Price Prediction as MINA’s potential unfolds.

Digital Assets

Rockstar Co-Founder and All-star Line Up Join Advisory Board to Take Metacade into Post Beta Orbit

Metacade, the revolutionary Web3 gaming platform, prepares to streak out of beta with a slew of ground-breaking initiatives that will redefine the way blockchain games are developed.

Retail FX

Prop firm The Funded Trader shuts down, claims relaunch in April

Prop trading firm The Funded Trader has ceased all operations, with claims for a relaunch in the near future.

<