Lesson 8 of 8
Where the tradition stands
Three columns, filled honestly: what the evidence confirms, what remains contested after fifty years, and what nobody has settled, with one line placed today.
By Javier Sanz
Founder of ValueScreener. Built Ninety Nine, a securities services provider, and sold it to a tier-one global bank; ran operations and internationalization at Alpaca, the brokerage API.
Who writes thisEditorial processLinkedIn (opens in a new tab)X (opens in a new tab)
In one minute
- Confirmed: sorting a market by a price multiple separated subsequent returns in several independent samples, and the direction was the same each time.
- Contested: why. Payment for an unnamed risk and correction of a repeated mistake both fit the same measurements.
- Open: whether a threshold printed in 1973 still selects anything, which is a question about today's market rather than about the literature.
Ninety years of writing produces a lot of claims. Most arguments about value investing are unproductive because they mix three different kinds of claim together. Sorting them apart is most of the work.
Graham's ceiling of 15 against the US market today
Graham's ceiling of 15 times earnings: between the 25th percentile (13.60x) and the median (20.53x).As a ceiling it admits between a quarter and a half of the cohort.
- 5th percentile: 6.28x
- 10th percentile: 9.02x
- 25th percentile: 13.60x
- median: 20.53x
- 75th percentile: 35.01x
- 90th percentile: 70.31x
- 95th percentile: 124.81x
Column one: what is confirmed
That sorting a market by a price multiple separated subsequent returns, in more than one sample, by more than one author, with the cheaper group ahead. Basu found it on New York Stock Exchange industrials between 1957 and 1971. Lakonishok, Shleifer and Vishny found it across two exchanges between 1968 and 1990 on three different multiples. Fama and French found book-to-market carrying explanatory power for average returns in 1992.
These are different samples, different periods and different sorting variables, and the direction is the same in all of them. That is the strongest thing the tradition has, and it is worth stating exactly: a past association between a low multiple and a higher subsequent return, measured repeatedly.
Column two: what is contested
Why it happened. The risk reading says the cheap group was riskier in a way the measurements did not capture and the extra return was the wage for bearing it. The behavioural reading says investors extended recent results too far and the extra return was the correction.
Both readings fit the same numbers, which is why fifty years of argument has not closed it. The risk reading owes a name for the risk. The behavioural reading owes an account of why the mistake keeps being made by people who can read the papers describing it.
Also contested: whether the association held up through the long stretch after 2007, when cheap-by-book-value companies trailed expensive ones for longer than most earlier dry spells on record. Three separate papers published in 2021 examined that stretch and did not agree on its cause, which is a different lesson.
Column three: what is open
Whether a specific printed threshold selects anything in a specific market on a specific date. This is not a question the literature can answer, because it is a question about now.
The figure above is one instance, and it carries the day it was computed: on the 2026-09-13 build, Graham's ceiling of 15 times earnings sat between the 25th percentile and the median, which is not the rare line most readers assume it is.
Ask the same question now and the market answers for itself. Across the 2,625 (built ) US companies with a computed price to earnings, the median is 19.84x (built ) and the cheapest quarter ends at 12.48x (built ). Those three are read when this page is served and each prints the build it came from. Where 15 falls between them is the whole of the open question, and it is open because the line was printed once and the market was not.
The same exercise on a different criterion
His financial-condition test asks for a current ratio of at least 2.0. Across the 4,220 US companies with a computed current ratio on 2026-09-12, the median is 1.87 and the 75th percentile is 3.65. So a floor of 2.0 sits just above the middle of the market: it removes slightly more than half of it.
Set those two side by side and something useful falls out. In this market, on these dates, the price test and the balance sheet test are about equally demanding, which is not what most summaries of Graham imply.
The honest summary
The tradition has a real empirical record, an unresolved explanation, and a set of printed thresholds whose usefulness depends entirely on the market you are standing in. Anyone telling you it is proven, and anyone telling you it is dead, is collapsing three columns into one.
Check yourself
Which of these belongs in the confirmed column?
- That cheap companies outperform in every period
- That sorting by a price multiple separated subsequent returns in several independent samples, with the cheaper group ahead
- That the premium is compensation for risk
Show the answer
Answer: B.
The repeated measurement is the confirmed part. The cause is contested and the claim about every period is not one the samples support.Graham's ceiling of 15 times earnings, placed against the US cohort on 2026-09-13, sits where?
- Below the 5th percentile, so almost nothing passes
- Between the 25th percentile at 13.60 times and the median at 20.53 times
- Above the 75th percentile, so almost everything passes
Show the answer
Answer: B.
It falls between the cheapest quarter and the middle of the cohort, which makes it a moderately demanding line in this market rather than a rare one.Why can the literature not answer whether a printed threshold is demanding today?
- Because the papers are too old to be valid
- Because it is a question about the current distribution of a market, not about a past sample
- Because thresholds are arbitrary
Show the answer
Answer: B.
Where a line sits depends on the cohort you place it in on the day you place it. A study of 1968 to 1990 cannot report that.Sources
- Basu, Journal of Finance, June 1977, as tabulated in Tweedy, Browne, What Has Worked in Investing, revised 2009, Table 14.
- Lakonishok, Shleifer and Vishny, "Contrarian Investment, Extrapolation and Risk," 1993 and 1994.
- Fama and French, "The Cross-Section of Expected Stock Returns," Journal of Finance, 1992.
- Graham, The Intelligent Investor, revised edition 1973, chapter 14: the price ceiling of 15 times average earnings and the current-ratio floor of 2.0.
GET /api/public/distribution/peand/current_ratioon the production API, coverage tier VERIFIED.
What this leaves out
- The dated distribution figures were computed on 2026-09-13 for price to earnings and 2026-09-12 for the current ratio, across one deduplicated row per company. They are rebuilt on a cadence, so a reader checking later will see different numbers, and the three figures in the open column are read when the page is served for exactly that reason. Where the two disagree, the dated ones are the older reading and neither is wrong.
- The product's price to earnings is computed on the latest filed earnings, not on Graham's three-year average, so the placement is close to his test rather than identical to it.
- The cohorts are US-listed companies. Companies with no computed value for a metric are absent from that metric's cohort rather than counted as zero.
- A position in a distribution is a fact about a cohort on a date. It is not a verdict on any company and nothing here is advice about any security.