XAnalytics · Backtest audit File @SuperDuperInvst · 3 Jun 2026

@SuperDuperInvst · 3498 verified calls backtested

Marginal

@SuperDuperInvst's calls have beaten their sector by 1.2% per month, winning 45% of the time.

+1.2%
Avg. return vs its sector
per call · over the timeframe it called (or 1 month)
+1.2%
1 day
+1.2%
1 month
+1.1%
3 months
the same calls held a fixed 1 day / 1 month / 3 months
45%
Calls that beat the market
based on 818 deduplicated bets
45% beat their sector 55% didn't

A slight edge — promising, but not decisive.

What “return vs sector” means
Each call's stock vs its own sector — beating the sector, not just going up, is the fair test of skill. Averaged across 818 deduplicated bets. Calls that named their own timeframe are judged over that window (as a per-month rate); the rest over 1 month.
Indistinguishable from luck

Across 818 bets, @SuperDuperInvst's average call beat its sector by 1.2%t = 0.8, not enough to tell skill from chance.

could be luckt = 2almost certain

t = 0.8 — the strength of the evidence. Above 2, there's under a 5% chance it's luck.

How the t-value works

Each call is one bet, scored by how much it beat its own sector (fairer than the whole market). The t-value is the average beat divided by its uncertainty:

t = x̄ ⁄ ( s ⁄ √M ) x̄ = avg beat · s = how much the bets vary · M = number of bets

Same-week, same-sector calls ride one move, so they prove less than fully independent wins — the 818 bets count as 774 effective ones. That's why the honest t is 0.8, not the raw 0.8. Full breakdown on the analysis page.

Performance over time

Aftervs sectorvs S&P 500Hit rateCalls
1 day +1.2% +1.2% 49% 855
1 month +1.2% +1.2% 45% 818
3 months +1.1% +0.8% 42% 760
6 months -3.0% -4.3% 40% 641

“vs sector” compares each call to the stock's own industry — the fairest test of skill.

What drives the signal

Does conviction matter?

High conviction2986 calls · 35% hit
+0.1%
Low conviction267 calls · 54% hit
+3.6%

Return by post type

Sarcasm3 calls · 67% hit
+36.0%
Prediction2443 calls · 37% hit
+1.4%
News Reaction90 calls · 38% hit
-0.7%
Position Disclosure520 calls · 33% hit
-1.2%

Long vs short

Short136 calls · 57% hit
+5.3%
Long3117 calls · 36% hit
+0.1%

The evidence — best & worst calls

Biggest wins (after 1 month)

Exhibit A · 2024-11-26 WKEY
“Could see 50% to 100% spike by end of January so investors with a little patience should start buying here imo”
Long · high conviction · View on X ↗
Full post
$WKEY $2.10 - Could see 50% to 100% spike by end of January so investors with a little patience should start buying here imo #SupDup
+364.6%vs sector
Exhibit B · 2024-11-26 HOUR
“$HOUR $1.40 - I see it rising to $2 to $4 within next 3 months so start buying and hold tight imo”
Long · high conviction · View on X ↗
Full post
$RKLB $6 to $26+ within 3 months rising 300+% 🤑 $HOUR $1.40 - I see it rising to $2 to $4 within next 3 months so start buying and hold tight imo. #SupDup @wallstreetbets @CathieDWood https://t.co/agEGr965q1
+183.2%vs sector
Exhibit C · 2025-12-08 SLS
“I love $SLS because of its promising and diverse pipeline of Anti Cancer drugs. It will eventually get grabbed by a larger pharma co”
Long · high conviction · View on X ↗
Full post
@MartEnterprises Thanks, I love $SLS because of its promising and diverse pipeline of Anti Cancer drugs. It will eventually get grabbed by a larger pharma co just like $CDTX that I had showed when it worth $100 mln but few years later got $9.2 bln offer from $MRK recently imo
+120.4%vs sector

Biggest misses (after 1 month)

Exhibit D · 2025-10-29 BSFC
“LOADING UP slowly building a "VERY LARGE" long position”
Long · high conviction · View on X ↗
Full post
$BSFC $0.022 - LOADING UP slowly building a "VERY LARGE" long position. Join me if you like
-87.7%vs sector
Exhibit E · 2025-11-03 PRLD
“$PRLD <$1.60 rn = LOAD & hold tight imo”
Long · high conviction · View on X ↗
Full post
$PRLD <$1.60 rn = LOAD & hold tight imo NEWS !! https://t.co/cWIJAWGiV4
-73.1%vs sector
Exhibit F · 2025-03-05 RNAZ
“Buying again on dips. Float is razor thin in this Anti Cancer drug discovery play.”
Long · high conviction · View on X ↗
Full post
$RNAZ ~$1.80 - Buying again on dips. Float is razor thin in this Anti Cancer drug discovery play. Remember this had jumped to TEENS after I showed it a couple of months ago and stayed strong around $10 for long 🤑 #SupDup
-70.7%vs sector

Their strongest setups — best combination at each horizon

  • 1 day short predictions +7.5% vs +1.2% overall · 54 bets
  • 1 month short predictions +19.9% vs +1.2% overall · 53 bets
  • 3 months short predictions +17.5% vs +1.1% overall · 50 bets

Step behind the counter — every call, every chart, every time horizon. Filter by conviction or direction and chart any single trade.

Open the data room →
THE RECEIPTS
@SuperDuperInvst · audited 3 Jun 2026

calls found3,498
independent bets818
beat the market45%
avg edge / month+1.2%
best callWKEY +364.6%
worst callBSFC -87.7%

VERDICT: MARGINAL
SCORE 4/10

Watch out for
their short predictions · +19.9% after 1 month

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How we measured this · download the raw data

We pull @SuperDuperInvst's posts, use AI to extract each call (ticker, direction, conviction), and backtest it against real prices. A call wins only if it beat its own sector over the month after — not just if the stock rose. Headline numbers use deduplicated bets.

Download the full backtest data (JSONL)

Backtested results are computed from historical price data and do not predict future performance. Every signal here is extracted automatically from public posts and may misread intent, sarcasm, or context. This is not investment advice — verify everything independently before acting on it.