HYPE TESTED

Reel #1 · Copy what billionaires buy

Copying what billionaires buy is a waste of time.

No edge
Filing baskets that beat the S&P 500
49.4%
of 164: a coin flip
Average difference vs S&P 500
+0.66%
noise band ±2.22%: can't tell it from zero
Days from quarter end to public
45.4
you're copying old news

The claim

"Copy what billionaires buy." Famous investors have to publish their US stock holdings every quarter (a 13F filing). Buy what they newly bought and you'll ride their skill.

How we tested it

Every 13F filing since 2016 from seven funds. A "new position" is a stock in this quarter's filing that wasn't in the last one. We buy at the close of the first trading day after the filing becomes public, hold 63 trading days (about 3 months), pay 0.10% per round trip, and compare with the S&P 500 (SPY) over exactly the same days.

1601 new positions found; 1163 tested. 375 had no ticker we could match, 10 had no price on the buy day, and 53 are less than 3 months old. We judge each filing's basket of new positions together (164 baskets), because positions from the same filing aren't independent.

By fund

FundBasketsBeat S&P 500Avg differenceVerdict
Berkshire (Buffett)2853.6%-0.17% ±3%Too few
Appaloosa (Tepper)3647.2%+0.55% ±3.38%No edge
Duquesne (Druckenmiller)4252.4%+0.24% ±2.59%No edge
Pershing Square (Ackman)1947.4%-1.26% ±5.28%Too few
Scion (Burry)2941.4%-0.73% ±4.11%Too few
Nvidia 13F (Huang)650%+1.40% ±42.88%Too few
Situational Awareness (Aschenbrenner)475%+30.04% ±23.06%Too few

A fund with fewer than 30 baskets is marked "too few": a handful of good quarters can easily be luck.

What this doesn't tell you

Data: SEC EDGAR 13F filings (public domain); stock prices from yfinance (Yahoo Finance), auto-adjusted closes. Summary figures only; per-trade data isn't republished because of the price source's terms.