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Beginners in Stock Trading
C: The 25% rule
- The exact CAN SLIM benchmark for current earnings, and where the 25% threshold comes from
- What counts as "earnings" for the rule, and the GAAP vs adjusted-EPS distinction
- How to find the year-over-year EPS growth rate for any stock in under a minute
- The four common variations of the rule that working traders use
This is Day 32, the second day of M2 W1. Yesterday established why earnings drive stocks. Today turns the principle into a specific filter you can apply to any stock today.
THE THRESHOLD AND WHERE IT COMES FROM
The canonical CAN SLIM benchmark for current earnings is 25% year-over-year EPS growth in the most recent reported quarter, with acceleration preferred over deceleration.
To unpack:
"Year-over-year" means you compare the most recent quarter's EPS to the same quarter one year ago. For a stock reporting Q3 2026 numbers, the comparison is Q3 2026 EPS vs Q3 2025 EPS. Year-over-year compares same-season-to-same-season, which controls for the seasonal effects most businesses have (a retailer's Q4 isn't comparable to its Q3, but a retailer's Q4 2026 is comparable to its Q4 2025).
"EPS" means earnings per share, net income divided by the diluted share count. EPS controls for changes in share count (buybacks shrink it, secondary offerings grow it). A company that grew net income 30% but issued 30% more shares would have flat EPS; the C rule treats that as no growth.
"25% growth" means the current-quarter EPS is at least 1.25× the year-ago EPS. A stock with $1.00 EPS in Q3 2025 needs at least $1.25 in Q3 2026 to clear the threshold.
"Acceleration preferred" means the C rule is even stronger when the most recent quarter's growth rate is higher than the prior quarter's growth rate. A stock that went from 18% growth two quarters ago to 22% last quarter to 28% this quarter is more attractive than a stock that has been growing 30% steadily. The rate of change of the rate of change matters.
The 25% number is not arbitrary. It comes from O'Neil's research into the great winning stocks of multiple market cycles. The historical record showed that stocks that produced sustained large advances almost universally had at least 25% quarterly EPS growth at the start of those advances, and often much higher (50%, 100%, 200%). Setting the bar at 25% captures most of the historical winners while excluding the long tail of slow-growth or no-growth stocks that, on the historical record, rarely produced the multi-quarter advances CAN SLIM is built around.
A note on the threshold's evolution: the standard has been refined across editions of How to Make Money in Stocks. The first edition (1988) used somewhat lower thresholds for some metrics; later editions tightened the standards as data accumulated and as the methodology was refined. The 25% figure is the consensus benchmark in the current canonical statement of CAN SLIM and in IBD's research operation.
WHAT COUNTS AS "EARNINGS" FOR THE RULE
The 25% rule applies to EPS, but companies report multiple versions of EPS in their quarterly reports. The two main flavors:
GAAP EPS, Generally Accepted Accounting Principles earnings per share. The official, audited number reported in the 10-Q (quarterly) and 10-K (annual) filings. Calculated according to standardized accounting rules. GAAP EPS includes one-time items, restructuring charges, stock-based compensation, and other non-recurring effects.
Adjusted EPS (sometimes called "non-GAAP EPS" or "operating EPS"), the company's own preferred measure, which strips out one-time items and other adjustments management considers non-recurring. Almost every company reports an adjusted EPS alongside GAAP. The adjustments are at management's discretion, within disclosure rules.
For applying the C rule, the IBD/CAN SLIM convention is to use GAAP EPS as the primary input, with adjusted EPS as a secondary check. This matters because adjusted EPS can be massaged: a company that strips out stock-based compensation, restructuring charges, and "one-time" items quarter after quarter can show much higher adjusted EPS growth than its GAAP figures support. A 40% adjusted-EPS growth on top of a 5% GAAP growth is a yellow flag, the methodology cares about the underlying business, not the framing.
In practice, the working compromise is: if GAAP EPS clears 25%, the C is satisfied. If adjusted EPS clears 25% but GAAP doesn't, dig deeper before relying on the print. Look at the adjustments. Are they genuinely one-time (a single restructuring, a divested business, a tax-rate change), or are they recurring items that management is calling "one-time" every quarter (stock-based compensation, in particular, often falls in this category)?
For most large, established growth companies, GAAP and adjusted EPS track each other reasonably closely and the question doesn't matter much. For smaller, faster-growth, or earlier-stage companies, the gap can be substantial, and that's where the discipline of using GAAP-first matters most.
FINDING THE DATA IN UNDER A MINUTE
For any stock you want to evaluate, the year-over-year EPS growth rate is one of the easiest data points to find. Three free options that work for nearly any U.S.-listed stock:
Yahoo Finance. Search the ticker, click "Financials" tab, then "Income Statement" → "Quarterly." The most recent quarter's diluted EPS is on a labeled row. Compare to the same row, one year prior. Calculate the growth rate.
Your broker's research tab. Schwab, Fidelity, IBKR, and Public all surface quarterly EPS in their research panels. The interface varies but the data is the same.
SEC EDGAR. The original-source 10-Q filing. Slower to read than the aggregated sites, but the authoritative version. Useful when you want to verify a specific number or read management's commentary.
For the most recent year of a stock you're considering, write down the four most recent quarterly EPS numbers and the four prior-year comparison numbers. Calculate the growth rate for each quarter. You should see the four growth rates side by side. If the most recent rate is above 25% AND it is higher than the prior quarter's rate, the C is clean. If the most recent is above 25% but lower than the prior, the rate is decelerating, yellow flag. If the most recent is below 25%, the C is not satisfied, move on.
This whole exercise takes about 60-90 seconds per stock once you've done it a dozen times. Make it a reflexive part of your screening before you spend any time on the chart.
FOUR COMMON VARIATIONS OF THE RULE
In practice, working CAN SLIM-style traders apply the rule with some flexibility depending on context. Four common variations:
The "tighter" version (35% or higher). Some traders use 35% as a higher bar, especially in environments where many stocks easily clear 25%. The premise: in a market full of fast-growing companies, the differentiator is which ones are growing fastest. A 50%-growth name should be preferred over a 28%-growth name when both exist.
The "lower in mature growth" version (15-20%). For very large established companies (mega-caps with multi-hundred-billion-dollar valuations), 25% is hard to sustain because of the size. Some applications drop the bar to 15-20% for mega-caps where the growth is steady and durable, on the premise that 18% growth from a half-trillion-dollar company is meaningful even though a smaller company would need to clear 25% to qualify.
The "two-quarter confirmation" version. Rather than relying on a single quarter, some traders require two consecutive quarters above the threshold (with the second higher than the first, acceleration). This filters out one-quarter pops driven by easy comparisons (the year-ago quarter was unusually weak, making the current quarter's growth look better than it really is).
The "trailing four quarters" version. Some traders also check that the trailing four quarters' total EPS is at least 25% higher than the prior trailing four quarters. This smooths out single-quarter noise and makes sure the growth is sustained, not a one-quarter spike.
These variations don't replace the 25% rule, they are flavors traders apply on top of it. For a beginner, the canonical 25% standard with the acceleration check is the right starting point. As your screening becomes more nuanced, the variations become tools to apply selectively.
Stocks came roaring back, and one company did most of the lifting.
| S&P 500 | 7,437.63 (+1.66%) |
| Nasdaq | 25,122.18 (+2.78%) |
| Dow | 52,208.06 (+1.19%) |
Thursday's close: the Nasdaq led, and chips led the Nasdaq.
What drove it: Microsoft rose 15.5% after Wednesday night's earnings, and that single move pulled chip and AI hardware stocks up with it, with one widely held semiconductor fund gaining 6.9%. Small caps rose 1.4% and climbed back above their 50-day average line. Investor's Business Daily also reports that a heavily leveraged fund betting on AI stocks liquidated its entire position, which helps explain how violent the selling of the past week had been. Two things to keep in view. Bond yields kept climbing even on a strong day, with the 30-year Treasury reaching 5.21%, its highest since 2007. And IBD calls this day one of a rally attempt, not a confirmed turn: a good day is a good day, not a trend.
Today's lesson handed you a filter: 25% earnings growth over the same quarter a year ago. Tonight Amazon shows why a filter is only as good as the number you feed into it.
Amazon.com · AMZN · $235.50 (+3.90%) · regular-session close · E-commerce and cloud computing
After the close, Amazon reported earnings of $5.75 per share. Wall Street had forecast $1.82. On the surface that is a blowout, and the kind of headline that would sail through any 25% screen without slowing down. Now read the footnote. Amazon said the figure was helped by pretax gains on its investment in Anthropic, the AI company. That is a one-time gain on something Amazon owns, not money earned from selling goods or renting cloud servers. It is real, and it is not repeatable. Today's lesson covered exactly this distinction, the difference between the official reported number and the operating number underneath it, and tonight it is worth billions of dollars of apparent profit.
So what did the actual business do? Amazon Web Services, the cloud division, grew revenue 37%, its fastest pace in eighteen quarters. North America retail sales grew 16%. Those are strong, and note that they are revenue figures, not earnings per share. On the other side of the ledger, Amazon burned cash: free cash flow over the past twelve months came in at negative $7.6 billion, against positive $18.2 billion a year earlier, as it builds AI data centers. It also guided current-quarter revenue below what analysts expected.
- Reported earnings: $5.75 per share vs. $1.82 expected, on sales of $200.6 billion
- The catch: the profit figure was boosted by one-time pretax gains on Amazon's Anthropic stake
- The operating story: AWS cloud revenue up 37%, the fastest in 18 quarters; North America retail up 16%
- The cost: trailing twelve-month free cash flow of negative $7.6 billion, down from positive $18.2 billion
- The stock: closed up 3.90% at $235.50, then rose about 9% in after-hours trading (not final)
Here is the habit tonight should build. When you run the 25% rule on a stock, do not stop at the number your screener hands you. Open the earnings release and ask what is inside it. A one-time investment gain, a tax refund, or the sale of a division can all lift reported earnings per share without the underlying business improving at all. The rule is a good rule. It just needs an honest input, and finding out whether you have one takes about two minutes. Tomorrow we cover the five numbers in an earnings report that actually matter, which is the other half of this same skill.
Tomorrow is how to read an earnings report, the five numbers that matter. When a company reports earnings, the press release contains dozens of numbers. We'll cover the five that actually move the stock, and the half-dozen common-but-misleading numbers that beginners over-weight. Friday closes M2 W1 and Saturday brings the first M2 weekend recap.

