How to read an earnings report
Last updated August 2026
Short answer
The recurring puzzle, a stock falling on results that look good, dissolves once you accept that the comparison is against expectations rather than against last year.
What gets released
The press release carries the headline numbers and management's framing of them.
The 10-Q or 10-K filed alongside carries the actual statements and notes, which is where anything awkward is disclosed.
The call follows, with prepared remarks and then questions from analysts, which is where the useful material usually appears.
Why the reaction confuses people
The price already reflects what the market expected before the release.
Results in line with a high expectation can therefore disappoint, and weak results against a low one can be received well.
Guidance for the coming period frequently moves the price more than the period just reported, because that is the part still unknown.
Adjusted figures and what they hide
Non-GAAP earnings remove specified items and must be reconciled to the standard figures, usually in a table at the back of the release.
A one-off restructuring charge excluded once is reasonable. The same charge excluded every year for five years is not one-off.
Stock-based compensation is the most consequential exclusion, because it dilutes existing shareholders in a way the adjusted number makes invisible.
Try it in Walnut
Walnut connects to your brokerage and can answer questions about the companies you actually own, against their filings rather than a headline.
What to check in the numbers
Revenue growth, and whether it came from volume, price or acquisitions, which are three very different things.
Gross and operating margins over several quarters, since a trend is more informative than a level.
Operating cash flow against net income. A persistent gap between the two is the most reliable signal that reported profit deserves scrutiny.
Share count matters
Earnings per share can rise while total profit is flat if the company is buying back stock.
It can also fall while the business grows if share issuance is outpacing that growth.
Diluted share count over several years tells you which is happening, and it is one line most readers skip entirely.
The call
Prepared remarks restate the release and are worth skimming.
The question and answer section is where analysts press on what was omitted, and where the quality of the answer is itself information.
Transcripts are widely available afterwards, so there is no need to listen live to get the substance.
A reading order that works
Start with guidance, since it is the part the market has not already priced.
Then revenue and margins over several quarters, to see direction rather than a single point.
Then the reconciliation table for adjusted figures, and finally the question and answer section of the call, where the awkward parts are raised by somebody other than management.
Sources
Quarterly and annual filings are published by the SEC through EDGAR full-text search, and guidance on non-GAAP measures is published by the SEC in its compliance and disclosure interpretations. Walnut is informational and is not an investment adviser. This guide is educational and not personalized investment advice.
FAQ
What is in an earnings report?
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A press release with headline results, the detailed financial statements in a 10-Q or 10-K, usually a slide deck, and a conference call with management. The press release is the summary; the filing is the source.
Why does a stock fall on good results?
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Because prices reflect expectations that were set before the release. Beating last year is irrelevant if the market expected more, and guidance for the coming period frequently moves the price more than the quarter just reported.
What are adjusted or non-GAAP earnings?
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Results with certain items removed: restructuring charges, acquisition costs, stock-based compensation. Companies must reconcile them to the standard figures, and what a company chooses to exclude every quarter is worth noticing.
Is stock-based compensation a real cost?
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Yes. It transfers value from existing shareholders to employees, and excluding it from adjusted earnings makes profitability look better than it is. Checking share count over several years shows the dilution the adjustment hides.
What is guidance?
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Management's forecast for coming periods. It frequently matters more than the reported quarter, because markets price the future. A company withdrawing guidance entirely is saying something significant.
Should I listen to the earnings call?
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The question and answer section is the valuable part, because analysts ask what the press release avoided. Prepared remarks are scripted; the answers, and the evasions, are less so.
What should I check besides earnings?
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Revenue growth and its composition, margins, operating cash flow against net income, and share count. Earnings per share can rise on buybacks while the business itself is flat.
Should I trade around earnings?
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The reaction depends on expectations you cannot observe directly, which makes short-term positioning around a release closer to a coin flip than to analysis. For a long-term holder, the report is information rather than a trigger.
In what order should I read it?
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Guidance first, because it is the part not already priced. Then revenue and margins across several quarters for direction. Then the reconciliation table behind any adjusted figures, and finally the analyst questions on the call, where the awkward parts get raised by somebody other than management.
Do I need to read every quarter?
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For a long-term holding, no. Reading the annual filing carefully and skimming quarters for guidance changes captures most of what matters, and it avoids treating three months of noise as though it were a trend.