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THE RECORD · @hkuppy

Kuppy

17 resolved calls · 837 posts read

Analyst’s summary

Kuppy is the name Harris Kupperman posts under; he founded the hedge fund Praetorian Capital. The record is drawn from what he wrote on X. Most of his claims are mentions, naming an asset without a direction; a minority carry a direction, and none of those name a price level or a business outcome. His directional calls are almost all single equities, with a small share of commodities. Across the whole record his most-called names are JOE, UTI and EMAAR.AE.

How accurate is he?

He is accurate 27.1% of the time against a base rate of 45.1% for the stocks he calls, so he scores 18.0 points below it. Accurate means he hits or partially hits the hurdle in the direction his signal implies, inside the window he named or the calculated window determined from our algorithm; for a price target it means the target was reached inside the window, or half the stated move was.

How does he compare to just holding the S&P 500?

If you had put $1 into the S&P 500 on the day of his first equity call in November 2025 and left it there until his last equity call was settled, you would have $1.14. If you had put $1 into every one of his 15 equity calls instead, buying when he posted and selling when each call was due, you would have $0.49; the S&P 500 held on those same days made $1.10.

Taking profit early, at twice the hurdle with no stop-loss, turned $1 into $0.39. The base rate on the stocks he picks is $0.94: the same stocks, bought on random dates in the same period, held for the same lengths of time, with the same long and short sides.

Explainer on his accuracy against his return

Accuracy counts how often he was right; return counts how far the price went. He was right less often than chance, and a dollar compounds the path, not the average: his hits averaged +12.3% and his misses -32.2%. (* see the footnote below for a fuller explanation)

How does following his timing compare to the base rate of the stocks he chose?

A dollar following every one of his calls to the end of its window became $0.45 against a base rate of $0.94; with a stop at the hurdle and a take-profit at twice it, $0.57. Over the last six months he scored 22.5% against a base rate of 47.7% on 8 calls.

What is the best holding period if we follow Kuppy?

One day: a dollar following every call for one day became $0.92 against a base rate of $1.00, and no other plain hold does better. On tracking, his edge over the stocks is largest at 5 days, +1.4% against +0.2%, and at ninety days he is 19.8 points behind them.

Does he have any names where he has a particular edge?

On ELF his calls beat the stock's own 30-day move; on JOE, the name he calls most, they trailed it by 4.8 points; they trailed it on UTI and LINC.

In our opinion, a follower should treat Kuppy as a source of ideas to investigate, not as a timing signal. His calls lagged the same stocks bought on random dates, so acting on him added no value over chance. The one-day hold was his least poor, and his edge on ELF is the only bright spot in a record that trailed on JOE, UTI and LINC. A follower taking his names would have needed his own exit rules and a strong stomach for drawdown.

Notes

1 Right means the hurdle test. Every stock carries a hurdle, T, that depends on its class and on how long the call was given (the table on page 2): 5 percent for a single equity at ninety days, under half a percent at next close, eleven at a year; 13 percent for crypto at ninety days. A full hit is a move of at least twice T in the direction he called by the end of the window and counts 1.0; a partial hit is at least T and counts 0.8; a miss, and a flat outcome that moved less than T either way, count zero. A price-target call is a full hit when the target is reached inside the window, a partial at half the stated move and a miss otherwise; it has one reading, the touch, so a later fall does not change it and the hit rate is not a holding return. Every resolved call is scored and every one is in the denominator. At expiry reads the price once at the window's end; one-touch counts the same move if it happened at any point inside the window.

2 Base rate: for each call, over every window of the same length on the same stock across the record, from two years before his first call to the last price and leaving out the call's own window, the share that cleared the same hurdle in his direction, with a partial at 0.8 and everything else zero; built exactly as the hit rate is, then averaged over his calls. Lift is his rate minus it. The percentiles and the drift in Parts 2 and 3 use a narrower set, the 730 days before each call.

3 The percentile is where a call's return ranks among all windows of the same length in that stock's own past two years; the 50th is chance. The placebo band is what random posting dates on the same stocks produce; a reading inside it is indistinguishable from chance.

4 The dollar base rate: the same stocks, the same number of calls, the same long and short sides, bought on random dates; the median of 150 such runs. Each call is held to its own window, and a price-target call is sold at its target if that comes first, on his dates and on the random ones alike.

5 Win rate and return per call: a follower buying at the first close after each post and selling thirty days later, costs deducted; the share of calls that made money, and the average result.

6 Drawdown: the deepest fall of that follower's account from its peak.

7 A bracket is a take-profit and a stop-loss set in advance; here both are set in units of the call's own hurdle, and a price-target call takes its target as the take-profit, so a take-profit fill is a hit banked and a stop fill is a miss taken. It is a rule of ours, not part of his record, and it never feeds the alpha gate.

* Accuracy counts calls. Every call counts once, whatever the size of the move: a full hit is one, a partial is 0.8, a miss or a flat is zero. Three of his seventeen calls were full hits, two partial, twelve were misses or flats. Random windows on the same stocks clear the hurdle more often than that, because stocks of this kind move the hurdle's distance inside the window about 37.4% of the time on their own. So by count he is right less often than chance. Return weighs calls by how far they moved. His three hits averaged +12.3%, one of them, MRX, +13.3%. His ten misses averaged -32.2%, and his two flats were small. Add them up and the winners are worth +49 points against -329 for the losers. Here the two measures point the same way.

Summary of metrics

Integrity: 837 posts were read, yielding 68 claims, 21 directional calls and 17 resolved. (see section: the worked claim, Part 5, annex)

Information: scoring for accuracy by our rules, he is accurate 27.1% of the time, against a base rate of 45.1% for the same stocks, so he scores 18.0 points below it. On tracking his calls, his best horizon is 5 days, where his calls return +1.4% against +0.2%, an edge of 1.2 points. At the ninety-day horizon his calls return -16.5% on average, 19.8 points behind the stocks' own return of +3.4% over the same days. (see section: 1.3, 1.18, 2.19)

Robustness: the record spans 9 months, so there is no full year to compare; over the last six months he scored 22.5% against a base rate of 47.7% on 8 calls; the record holds 17 resolved calls on 15 stocks. (see section: 1.6, 1.9, 5.3, 5.4)

Concentration: his calls beat the stock's own 30-day move on ELF; on JOE, the name he calls most, they trailed it by 4.8 points; they trailed it on UTI and LINC. (see section: 2.8)

Response profile: if we follow all of Kuppy's calls, the holding period most profitable is one day. One dollar following every call for one day became $0.92 against a base rate of $1.00. There is no benefit to holding his calls for 7 days, 30 days or each call's own window. (see section: 1.3, 2.13, 2.14b)

Distribution: one call is worth -16.6% on average, after costs; the middle half of his calls end between -36.0% and +5.6%, and 29.4% of them end positive. Following every call to the end of its window turned one dollar into $0.45 against a base rate of $0.94, and the account fell 58.1% from its peak along the way. (see section: 2.13 to 2.16)

27.1%

accuracy at expiry (vs base rate at expiry of 45.1%)

48.2%

accuracy on one-touch (vs base rate one-touch of 74.2%)

$0.49 vs $1.14 (hold S&P 500)

one dollar following all of his calls vs one dollar holding the index for the same period

ELF +1.5%/+0.8%
MRX +4.1%/+5.8%
JOE -4.6%/+0.2%

the names where his edge is biggest: his average 30-day return / the stock's own

29.4% / -16.6% (aggregate)
23.5% / -13.5% (30 day)
52.9% / +0.5% (7 day)
47.1% / -0.1% (1 day)

win rate / return per call, by holding period; aggregate is each call held to its own window

$0.45 vs base rate $0.94 (aggregate)
$0.53 vs base rate $0.93 (30 day)
$0.84 vs base rate $0.98 (7 day)
$0.92 vs base rate $1.00 (1 day)

one dollar following every call vs the base rate for following the same stocks on random dates

$0.39 / 35.3%

selling each call as soon as it is up twice its hurdle, no stop-loss: 35.3% of calls win against 29.4% on a plain hold to the window, but one dollar ends at $0.39 against $0.45: capping the winners costs more than it saves

-16.5% vs +3.4% (90d)

his average return against the stocks' own, at the horizons he uses most (ten or more calls); the difference is his edge in points

Following Kuppy's calls from the first close at or after each post and holding each call to the end of its own window, one dollar became $0.45 over 252 days in market, against just holding the S&P 500 for his equity calls ($0.49 following those calls against $1.14 held), and against holding the same stocks Kuppy chooses on random dates, which would have produced $0.94.

This report does not establish an investment advantage. Comparison data for similar assets was unavailable.

Rolling lift
26.231.136.141462024-072025-072026-072027-072028-07%
hit rate, trailing twelve monthsbase rate, same windows
Return path
-38.1-26.5-14.9-3.348.2615103090365days after the postsigned return, %
mean signed return of his callsmediancomparable windows on the same {ASSETS}, his direction
Edge by asset at 30 days
-37.7-28.1-18.6-9.040.5−404the stock's own 30-day drift, taken his way, %his mean 30-day return, %
One dollar following
0.420.5460.710.9231.22025-112026-012026-032026-052026-072026-09one dollar becomes
following him from the entry close, each call held to its own windowholding S&P 500

Bible v0.46 · PRD draft-81 · Ruling Ledger v85 · effect-2.0, reduced to own-history in this run · Specimen v12.15

Edition 2026-10-10, preview.