C8 Weekly Bulletin: The ExtractAlpha advantage

This week’s Bulletin is guest edited by one of C8's index contributors – ExtractAlpha. Their Smart Earnings Index leverages their proprietary US earnings and revenue forecasts - which both consistently outperform the Wall Street consensus. The Index is a highly liquid strategy favouring large cap stocks and has delivered an annual return roughly 40% higher than that of the S&P500 over the past decade - and with similar volatility.
BY ROBERT MINIKIN

C8 Weekly Bulletin: Giving Investors an Edge

18 October 2022

With the US Q3 earnings season now well underway, this week’s Bulletin is guest edited by one of C8’s index contributors – ExtractAlpha. Their Smart Earnings Index leverages their proprietary earnings and revenue forecasts – which both consistently outperform the Wall Street consensus. When their model predicts a ‘5% plus’ expected surprise on a stock, it is 75% accurate on the EPS and 85% accurate on the revenue surprise. The Index is a highly liquid strategy favouring large cap stocks and has delivered an annual return roughly 40% higher than that of the S&P500 over the past decade – and with similar volatility.

US Earnings: the ExtractAlpha advantage   

The Q3 2022 earnings announcements are now coming in thick and fast – there will be over 1,800 between now and Thanksgiving and 1,250 in the next three weeks alone! ExtractAlpha looks at these corporate earnings through multiple lenses to generate alpha – analysing crowd and market expectations, sentiment from earnings calls, the skill of Wall Street analysts, company earnings history, peer group trends and earnings behaviours alongside digital and online customer activity.  In our long-only portfolios (such as the ExtractAlpha Smart Earnings Index on C8 Studio), we look to overweight stocks with a high chance of a positive earnings beat and underweight stocks predicted to miss.

Most of the major banks have already reported and, as our model predicted, both JPM and Bank of America delivered results ahead of consensus. The stock price response to BoA’s results underlined the importance of earnings surprises in driving stock returns. Our proprietary model, TrueBeats, predicted an EPS slightly ahead of the Wall Street consensus of $0.78 per share. The actual outturn of $0.81 saw the stock rally 6%, clearly outperforming the sector and the general market.

Amongst the crowd yet to report are mega caps, with Tesla and IBM due later this week.  Energy companies such as Exxon Mobil and Chevron report toward the end of October, alongside consumer demand plays such as Visa and Mastercard, Starbucks, Uber and UPS. Coming on Halloween is the one we all pay attention to – Berkshire Hathaway!

Portfolio positioning in the ExtractAlpha Smart Earnings Index reflects a broad range of inputs – not just the proprietary quantitative earnings forecasts but analysis of earnings sentiments (applying natural language processing to earnings calls) and fundamentals. To highlight a few observations from our extensive dataset:

  • Companies with a poor history in beating market expectations include GE, Starbucks, Chevron, Verizon, AT&T and (of course) Coinbase and Tesla.
  • Stocks that consistently manage to beat include Microsoft and GM.  Meta is also on this list and it will be informative to see if their much-reported headwinds can be overcome (or have been provisioned for earlier).
  • One area to flag is the consumer credit space.  Our data suggests Discover Financial, CapitalOne and Carvana are all viewed as ‘canaries in the coalmine’, with the market set to monitor these reports closely for early signs of a downturn.

Indeed, separate to the Smart Earnings Index, TrueBeats EPS estimates add considerable value to US equity portfolio managers and analysts, by giving a truer reflection of the broader consensus on earnings. 

ExtractAlpha Indices on C8 Studio

ExtractAlpha specializes in alternative data and quantitative research for systematic equity investing. Alongside the Smart Earnings Index, the C8 platform delivers the Digital Strength and Innovation Indices.

 

Other posts

Thoughts From The Divide: Strength in Numbers

BY JON WEBB
The rest of the world isn’t quite experiencing the same economic momentum as the US (the latest S&P Flash PMI noted that “input costs rose at the fastest pace in six months, while firms increased their selling prices to the largest extent since April last year”), making cuts a more palatable choice, but we feel for the Fed, who wants to be the odd man out? Read more →

Thoughts From The Divide: Particularly Fluid

BY JON WEBB
Now a week out from the Fed making it clear that the squeeze of lower growth isn’t worth the juice of bringing inflation back to (not toward, Jerry!) 2%, Mohamed El-Erian summed up the state of play nicely in a recent article for the FT. The Queens’ College president noted that, “It is not often that you see a reputable central bank revise up its inflation and growth projections and yet strengthen a dovish tilt to its policy stance. Yet that is what happened in Washington last week when the Federal Reserve raised those projections up a notch and yet delivered two consequential signals – a willingness to tolerate higher inflation for longer and an openness to slow the ongoing reduction in its balance sheet.” Read more →

Thoughts From The Divide: Finding Reasons

BY JON WEBB
The latest flurry of Fed speak has been a broad recanting of the previously guaranteed, 100% for sure, cuts this year, with members saying, “I definitely don’t feel urgency to cut rates”, “I’m not in a mad dash hurry to get there[, to lower rates]”, and “at some point, … we will start to normalize policy back to a less restrictive stance [ed. Ha!], but we don’t have to do that in a hurry”. It’s nice to be vindicated. But now what? Read more →
Back to all posts →