Most large companies report profit twice. Once following accounting standards, and once after removing items management considers unrepresentative of underlying performance.
Both figures appear in the same release. Coverage usually leads with the adjusted one, since it’s the number management emphasises and typically the larger of the two.
What makes this worth examining isn’t whether adjustments are legitimate. Many are. It’s that the aggregate size of the gap is measurable, has been measured, and is considerably larger than most readers assume.
Why the Gap Is Worth Sizing
Among the stock investing terms that appear most often in earnings coverage, adjusted earnings is the one where the reader is least likely to know what was removed.
Sizing the gap matters for a few practical reasons:
- Valuation multiples calculated on adjusted earnings look cheaper than the same multiples on statutory figures
- Growth rates can differ depending on which measure is used across periods
- Comparisons across companies break down when adjustment practices differ
- Trends in the gap can signal changes in how a business is being presented
- Recurring adjustments describe costs that are being treated as exceptional every year
None of these require judging management’s intentions. They just require knowing the size of what was taken out.
How Large the Gap Actually Is
The aggregate has been measured annually across the largest US companies.
The most recent study identified 361 S&P 500 companies that adjusted their net income or EPS figures for fiscal year 2025, reporting adjusted net income that was $271 billion higher in total than statutory net income, with 87% of those firms showing adjusted net income above the GAAP figure.
The same research noted a substantial shift in one category. Adjustments relating to gains and losses on investments swung by $33.5 billion year on year, moving from companies adding investment gains into adjusted income to removing them.
That shift illustrates something important. The composition of adjustments changes over time, which means a gap that looked stable can be driven by entirely different items from one year to the next.
What Drives the Adjustments
The prior year’s study gives the per-company detail.
Examining the whole index for 2024, researchers found 351 firms reporting 2,249 separate adjustments worth $304 billion in total, with adjusted net income exceeding statutory net income by an average of $870 million per company, roughly 30% higher than average GAAP net income, and an average of 6.4 reconciling items per company.
Six adjustments per company is the detail worth holding. This isn’t one exceptional item being stripped out. It’s a routine set of half a dozen changes applied every reporting period.
The same research identified amortisation of intangible assets as the largest single category, with restructuring costs rising notably.
Categories Worth Treating Differently
Not all adjustments deserve the same scepticism:
- Amortisation of acquired intangibles is non-cash and arguably distorts operating performance, though it reflects real money spent on acquisitions
- Share-based compensation is non-cash but is genuine compensation with a dilution cost
- Restructuring charges are presented as one-off and become questionable when they recur annually
- Litigation costs may be genuinely exceptional or may be a cost of operating in that industry
- Investment gains and losses are volatile and largely unrelated to operations, which cuts both ways
The distinction that matters is whether the item recurs. A charge excluded every year for five years is not exceptional, whatever it’s called.
Regulators have said as much. Guidance on misleading non-GAAP presentation specifically identifies the exclusion of normal, recurring cash operating expenses as a practice that can mislead investors, which indicates it happens often enough to be worth naming.
Reading the Reconciliation
The reconciliation table is required disclosure and contains everything needed:
- Count the adjustments, since the number itself is informative
- Check which are non-cash, as these affect reported profit but not cash generation
- Compare against prior years, looking for items that appear every time
- Note whether the list changed, and whether the change was explained
- Recalculate any multiple you’re relying on using the statutory figure as well
The final step takes a minute and frequently changes how expensive a company looks.
When Adjusted Is the Better Number
Management often has a genuine case. A company that made a large acquisition carries amortisation charges that say little about how the underlying business is trading, and stripping them out can produce a clearer picture of operating performance.
The reasonable position isn’t to reject adjusted figures. It’s to treat them as one of two views, to know what separates them, and to notice when the separation grows or when its composition shifts.
Both numbers are published in the same document. Reading the smaller one alongside the larger one costs a few minutes and removes most of the risk of being surprised later.