Wall Street watches a company's quarterly report closely to understand as much as possible about its recent performance and what to expect going forward. Of course, one figure often stands out among the rest: earnings.
Life and the stock market are both about expectations, and rising above what is expected is often rewarded, while falling short can come with negative consequences. Investors might want to try to capture stronger returns by finding positive earnings surprises.
The ability to identify stocks that are likely to top quarterly earnings expectations can be profitable, but it's no simple task. Here at Zacks, our Earnings ESP filter helps make things easier.
The Zacks Earnings ESP, Explained
The Zacks Expected Surprise Prediction, or ESP, works by locking in on the most up-to-date analyst earnings revisions because they can be more accurate than estimates from weeks or even months before the actual release date. The thinking is pretty straightforward: analysts who provide earnings estimates closer to the report are likely to have more information.
With this in mind, the Expected Surprise Prediction compares the Most Accurate Estimate (being the most recent) against the overall Zacks Consensus Estimate. The percentage difference provides the ESP figure. The system also utilizes our core Zacks Rank to provide a stronger system for identifying stocks that might beat their next quarterly earnings estimate and possibly see the stock price climb.
When we join a positive earnings ESP with a Zacks Rank #3 (Hold) or stronger, stocks posted a positive bottom-line surprise 70% of the time. Plus, this system saw investors produce roughly 28% annual returns on average, according to our 10 year backtest.
Most stocks, about 60%, fall into the #3 (Hold) category, and they are expected to perform in-line with the broader market. Stocks with a #2 (Buy) and #1 (Strong Buy) rating, or the top 15% and top 5% of stocks, respectively, should outperform the market, with Strong Buy stocks outperforming more than any other rank.
Should You Consider Virtu Financial?
The last thing we will do today, now that we have a grasp on the ESP and how powerful of a tool it can be, is to quickly look at a qualifying stock. Virtu Financial (VIRT) holds a #3 (Hold) at the moment and its Most Accurate Estimate comes in at $1.21 a share six days away from its upcoming earnings release on January 29, 2026.
By taking the percentage difference between the $1.21 Most Accurate Estimate and the $1.2 Zacks Consensus Estimate, Virtu Financial has an Earnings ESP of +0.67%. Investors should also know that VIRT is one of a large group of stocks with positive ESPs. Make sure to utilize our Earnings ESP Filter to uncover the best stocks to buy or sell before they've reported.
VIRT is one of just a large database of Finance stocks with positive ESPs. Another solid-looking stock is Skyward Specialty Insurance (SKWD).
Skyward Specialty Insurance, which is readying to report earnings on February 24, 2026, sits at a Zacks Rank #1 (Strong Buy) right now. Its Most Accurate Estimate is currently $1.07 a share, and SKWD is 32 days out from its next earnings report.
For Skyward Specialty Insurance, the percentage difference between its Most Accurate Estimate and its Zacks Consensus Estimate of $0.94 is +14.03%.
VIRT and SKWD's positive ESP figures tell us that both stocks have a good chance at beating analyst expectations in their next earnings report.
Find Stocks to Buy or Sell Before They're Reported
Use the Zacks Earnings ESP Filter to turn up stocks with the highest probability of positively, or negatively, surprising to buy or sell before they're reported for profitable earnings season trading. Check it out here >>
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Virtu Financial, Inc. (VIRT): Free Stock Analysis Report Skyward Specialty Insurance Group, Inc. (SKWD): Free Stock Analysis ReportThis article originally published on Zacks Investment Research (zacks.com).
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