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Every claim tested so far

Every popular claim I've put to the data, and what came out. The ones that didn't hold stay on the list like the rest.

20 claims tested in 5 studies

October 2026

Does buying options before earnings pay? Across 459 US earnings reports, a call lost 42.8% on average at real prices.

Claim testedFindingVerdict
Buying a call before a US earnings report and selling it at the next close pays−42.8% on average at real prices, 459 reports; margin of error −66.6% to −19.1%. 17% of the calls made moneyDoes not hold
Selling the call in the morning after the report beats holding it to the closeThe main rule (sell when the bid reaches 1.5 times the price paid): −0.7 percentage points (pp) against holding, margin of error −10.3 to +9.0 pp. The other two rules: much the sameNo improvement
Calls on companies that usually beat analysts' profit estimates do better+14.7 pp against the other companies, margin of error −50.7 to +80.1 pp: no difference these trades can show either wayCan't tell yet

October 2026

In the year after hitting their own all-time high, small US stocks lagged on average - the median stock didn't

Claim testedFindingVerdict
Small US stocks have a weaker year after an all-time high, once the companies that later failed are countedUp 6.8% on average a year after a record, against 10.9% after any day; with the record dates shifted at random, a gap this large came up in 2 of 100 tries. It depends on the loss assumed for a failed company: with none the gap is 2.2 points, within chance, with a total loss 6.7On average, yes
The median small US stock has a weaker year after an all-time highMedian +3.7% a year after a record, +3.4% after any day; the stock was up a year later 55% of the time against 53%. Over 3 years it did lag: +7.1% against +12.8%No: about the same
Large US stocks have a weaker year after an all-time high11.4% on average a year after a record, against 12.0% after any day, within chance. Across all stocks from 2003 the gap is 2.1 points, on the edge of chance. Over 3 years they did lag on average: 34.5% against 38.6%No clear gap
US companies not yet profitable lag most after an all-time high1.9% on average a year after a record, against 7.8% after any day, the widest gap of the three profit groups; a gap this large came up by chance in 3 of 100 tries. The median one did better after a record: −3.8% against −9.8%On average, yes (side result)

October 2026

After an all-time high, the S&P 500's next year looked like any other - for small caps it didn't

Claim testedFindingVerdict
An all-time high in the S&P 500 is followed by a weaker yearSince 1988, a year after a record close the S&P 500 was up 11.7% on average, against 10.3% after any day, and higher 83% of the time against 81%. The gap is within chance, with dividends tooNo: about the same
…in the Nasdaq-100 and the Russell 1000Nasdaq-100: 22.3% against 17.9%; Russell 1000: 11.9% against 10.5%. Both gaps are within chanceNo: about the same
…in small caps (the Russell 2000)Up 2.8% on average a year after a record, against 9.7% after any day; higher 62% of the time against 71%. With the record dates shifted at random, a gap this large came up in 3 of 100 tries. Counting only the first record of each run: 7.9% against 9.7%, within chance. Check it yourself →Weaker, on the edge of chance

October 2026

The 30-year Treasury yield is near 6%, as in 2000 - but heading the other way

Claim testedFindingVerdict
The 30-year Treasury yield at 6% marked the 2000 stock market topThe S&P 500 peaked on 24 March 2000, the day the 30-year closed at 6.00%Correct, to the day
Today's bond market looks like 2000In 2000 the 30-year was falling to 6% (from 6.75% in January); today it is rising (from 4.73% a year ago). Only June 1999 looked like todayWrong direction
A new high in the 10-year Treasury yield hurts stocks over the next yearAfter a first new high in the 10-year yield, the S&P 500 was higher a year later 68% to 85% of the time, depending on which of the four definitions in the study's Table 2 is used. After any day: 75%. None of these differences is bigger than chance alone would produce. Check it yourself →No consistent effect
…over the next 3 monthsHigher in 46% to 62% of cases against 66%; weaker after 1 and 3-year highs, not after the othersMixed
Stocks are as expensive today as in 2000CAPE 41 today, 42 in June 1999, 43 in March 2000; higher in only 16 months since 1871. Forward P/E (FactSet 19.0) sits near its last-10-year averageClose, on CAPE
A low forward P/E means stocks are cheapThe forward P/E fell from 20.4 to 19.0 while the S&P 500 rose 2.0%: the fall came from higher earnings forecasts (+9.3%), which assume +32% growth in 2026. A year like that from record earnings happened since 1962 only in 1994 and 2021No: higher forecasts

October 2026

Analyst upgrades move stocks on the day, then stop

Claim testedFindingVerdict
An upgrade keeps paying after the day+1.7% on the day, then zero over 45 sessionsNo lasting edge
More promised upside means more returnMedian promise from −4% to +39%; median 12-month return +11% to +13% in every fifthDoes not hold
Some firms' calls are worth moreA firm's past accuracy does not predict its next callDoes not hold
Less liquid stocks react moreAbout 30% stronger on the day; gone afterwardsHolds, on the day