
The article details the Zacks Earnings ESP (Expected Surprise Prediction) tool, which forecasts earnings surprises by comparing the Most Accurate Estimate to the Zacks Consensus Estimate, leveraging recent analyst revisions. Historically, combining a positive ESP with a Zacks Rank #3 (Hold) or better has yielded positive earnings surprises 70% of the time, leading to average annual returns of 28.3% over a 10-year backtest. This methodology is presented as a means for investors to identify stocks, such as current examples Paycom Software (PAYC) and Badger Meter (BMI), that are poised for positive earnings surprises, offering a potential trading advantage.
The provided intelligence centers on the Zacks Earnings ESP (Expected Surprise Prediction) methodology, a quantitative tool designed to forecast earnings surprises by identifying recent upward revisions from analysts. The model's core premise is that the 'Most Accurate Estimate' provides a more timely and potentially more precise earnings forecast than the broader 'Zacks Consensus Estimate'. According to the firm's 10-year backtest, combining a positive ESP with a Zacks Rank of #3 (Hold) or better has historically predicted a positive earnings surprise 70% of the time, generating an average annual return of 28.3%. The analysis highlights two current applications of this model: Paycom Software (PAYC) and Badger Meter (BMI). Paycom holds a #1 (Strong Buy) rating and exhibits a substantial ESP of +9.11%, calculated from a Most Accurate Estimate of $1.73 versus a consensus of $1.59, ahead of its August 6, 2024 earnings. Similarly, Badger Meter, rated #2 (Buy), has a positive ESP of +1.18% based on estimates of $0.99 versus $0.98 for its July 19, 2024 report. These specific data points suggest that, according to this proprietary model, both technology-sector companies are positioned for potential upside surprises in their upcoming quarterly results.
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Overall Sentiment
strongly positive
Sentiment Score
0.80
Ticker Sentiment