If it’s in Bloomberg, it’s too late. Paper trading hedge fund intelligence to learn which signals work. Monday 27 April 2026
Signal Intelligence · A+ Pocket

Avg Winner +9.6%

The first defensible A+ pocket is LONG Band A, confidence 75%+: a robust -1.6% average return, 0.5x profit factor, and 9 measured examples so far. The wider alpha formula still matters, but this is the cleaner pocket to sharpen.
This is a blind baseline, not an analyst-run book. Recent live manufacturing is only about 2.0 reports/day on the latest publishing cadence. Even so, the current raw engine is producing average alpha winners of +9.6% versus average alpha losers of -5.0%. The obvious next step is to scale report manufacturing and apply stricter buy/sell judgment on top.
Signal before visibility Execution still improvable Small sample, clear scale-up path
-1.6%
Avg P&L / Signal
0.53×
Profit Factor
+9.6%
Avg Winner
9
Signals Measured
+7.1%
Best Win (MU)
0
Active Now
Live Pulse
No generic news filler. This is the current heartbeat of the hedge fund desk itself: live names worth watching, plus the freshest researched signals moving through the machine.
3
Watch Names
2
Publish Candidates
644
Measured Signals
32
Closed Trades

XBI · Band A · 83%

Telehealth drug access is colliding with enforcement reality - and the sector proxy is the clean expressi

WATCH · quiet · report P&L -0.0%

HAG.DE · Band A · 74%

China just put Hensoldt on an export-control list - the market will price the uncertainty before it price

WATCH · quiet · report P&L +6.9%
Freshest TickerBandVelocityStateNewest Thesis
XBIAquietWATCHTelehealth drug access is colliding with enforcement reality - and the sector proxy is the
RVMDAmainstreamKILLEDRevolution Medicines: the stock can celebrate survival, but the short is about tolerabilit
?BquietKILLEDNitrosamines in combination products: the warning is real, the trade mapping is missing
NOKAmainstreamKILLEDNokia is getting re-framed as an AI optical transport play, and the retail detail is ahead
Truth Stack
Signal Edge
Did the stock move after we surfaced the story?
+0.7%
644 measured signals · 1.47x PF
Executed Capture
What the current rules actually captured.
+0.5%
32 closed trades · 1.61x PF · 34% win rate
Publish Window
Early quiet/stirring stories before broader pickup.
+29.9%
3 measured early signals · 54.32x PF. Small sample: directional, not yet stable.
What These Numbers Really Are
This is a blind baseline, not a finished hedge fund trading process. The system is surfacing signals and then measuring what happened. It is not yet applying the kind of analyst screening, sizing discipline, catalyst verification, or adaptive exit management that a real desk would use before committing capital.
All Signals
Indiscriminate measurement across everything the engine tracked.
Avg winner +6.6% · Avg loser -2.2%
Alpha Formula
Blind LONG A/B baseline before any human-quality selection layer.
Avg winner +9.6% · Avg loser -5.0%
Interpretation
A modest average P&L can still hide a strong edge if winners are materially larger than losers. The real opportunity is to keep the upside shape while adding a stricter analyst buy filter and smarter sell discipline.
★ How We Would Trade
Our backtested trading formula: LONG direction + Band A/B (55%+ confidence). Only these signals enter the Alpha Group. This remains a blind baseline pass, not an analyst-curated book.
+1.8%
Avg P&L / Signal
47%
Win Rate
1.69×
Profit Factor
---
vs SPY (Alpha)
79
Alpha Signals
Average alpha winner: +9.6%. Average alpha loser: -5.0%. That matters because a discretionary analyst layer would not trade these names indiscriminately; the current page is measuring the raw engine before that extra judgment is applied.
A+ Pocket
Strongest historical pocket so far: LONG Band A, confidence 75%+. Raw signal stats are inflated by one extreme outlier, so the robust line below caps moves beyond 25% to avoid fooling ourselves.
+7.7%
Raw Avg Signal
-1.6%
Robust Avg Signal
0.53x
Robust Profit Factor
9
Robust Sample
+0.1%
Band A Robust
Strategy Comparison
StrategySignalsWin RateAvg P&Lvs SPYPF
A+ robust944%-1.6%---0.53x
LONG A2339%+4.0%---2.57x
LONG A+B7947%+1.8%---1.69x
LONG conf>=701638%+5.4%---2.84x
ALL LONG16852%+2.9%---2.29x
ALL SHORT23153%-0.1%---0.94x
ALL SIGNALS64432%+0.7%---1.47x
Losses avoided: By filtering to high-conviction LONGs, we bypassed 144 losing research signals averaging -5.1% each.
Why This Is Expandable
The point of this page is not that the current rule set is finished. The point is that the system is already finding economically meaningful information before it is fully visible, and we can now show where the edge sits, where execution is leaking value, and where outside help could compound it.

More Volume

Today the desk is only ingesting a small number of reports each day. If the A+ pocket remains stable as volume rises, more coverage should produce more high-conviction names without changing the basic logic.

Better Execution

The first A+ pocket is already stronger than the current realised capture. A+ robust signals are averaging -1.6%, while executed closed trades are averaging +0.5%. That gap is the product opportunity.

Distribution Edge

Quiet or stirring stories can become more valuable if credible publishers, analysts, or distribution partners help the market notice them. Early publish-window signals are the clearest candidates for that model.

First A+ Signature

The first defensible A+ signature is LONG Band A, confidence 75%+. On a robust basis it is averaging -1.6% with a 0.53x profit factor across 9 measured names. That is a starting point for sharper filters, not the end state.

What If We Traded Each Band Differently?
This section shows our workings. We replay the stored hourly paths under a few simple exit styles, then compare early quiet/stirring signals with later propagating/mainstream signals as an inferred news-acceleration proxy. We do not yet have direct measured publish-lift data, so the attention effect below is an inference from visibility stages, not a causal claim.

Band A · Let the move breathe

Best scenario so far: Baseline hold on 70 usable hourly paths. Robust simulated exit return is +0.6% with 39% win rate.

News stance: Attention effect unclear. Early quiet/stirring names are +0.5% robust; later propagating/mainstream names are +0.3% robust. Inferred attention lift: -0.2%.
Monster survival: 2/3 top winners stay positive under the best playbook.
NVTS final +91.3% → best playbook -4.1% (hold_to_end)
IOBT final +26.1% → best playbook +26.1% (strong_profit)
ScenarioPathsAvg ExitRobustWin Rate
Baseline hold70+0.6%+0.6%39%
Tighter kill70+0.5%+0.5%39%
Protect earlier70+0.6%+0.6%39%

Band B · Trade it and protect gains earlier

Best scenario so far: Protect earlier on 148 usable hourly paths. Robust simulated exit return is -0.1% with 45% win rate.

News stance: Attention effect unclear. Early quiet/stirring names are -0.8% robust; later propagating/mainstream names are -0.1% robust. Inferred attention lift: +0.7%.
Monster survival: 3/3 top winners stay positive under the best playbook.
AEHR final +75.7% → best playbook +49.0% (strong_profit)
IHE final +47.5% → best playbook +51.0% (strong_profit)
ScenarioPathsAvg ExitRobustWin Rate
Baseline hold148-0.3%-0.2%45%
Tighter kill148-0.3%-0.2%44%
Protect earlier148-0.2%-0.1%45%

Band C · Trade it and protect gains earlier

Best scenario so far: Protect earlier on 280 usable hourly paths. Robust simulated exit return is +0.1% with 30% win rate.

News stance: Attention effect unclear. Early quiet/stirring names are +0.3% robust; later propagating/mainstream names are -0.1% robust. Inferred attention lift: -0.4%.
Monster survival: 2/3 top winners stay positive under the best playbook.
NVDA final +97.9% → best playbook +94.3% (strong_profit)
FRMI final +43.9% → best playbook -4.3% (time_limit)
ScenarioPathsAvg ExitRobustWin Rate
Baseline hold280+0.3%+0.1%30%
Tighter kill280+0.3%+0.1%30%
Protect earlier280+0.3%+0.1%30%

Band D · Let the move breathe

Best scenario so far: Baseline hold on 118 usable hourly paths. Robust simulated exit return is +0.7% with 24% win rate.

News stance: Attention effect unclear. Early quiet/stirring names are +0.9% robust; later propagating/mainstream names are +0.2% robust. Inferred attention lift: -0.7%.
Monster survival: 3/3 top winners stay positive under the best playbook.
TSM final +85.1% → best playbook +87.9% (strong_profit)
NVDA final +67.8% → best playbook +68.4% (strong_profit)
ScenarioPathsAvg ExitRobustWin Rate
Baseline hold118+1.3%+0.7%24%
Tighter kill118+1.2%+0.5%23%
Protect earlier118+1.3%+0.7%24%

Band E · Let the move breathe

Best scenario so far: Baseline hold on 28 usable hourly paths. Robust simulated exit return is +1.5% with 18% win rate.

News stance: Improves after attention. Early quiet/stirring names are -0.1% robust; later propagating/mainstream names are +0.9% robust. Inferred attention lift: +1.0%.
Monster survival: 3/3 top winners stay positive under the best playbook.
HUBC final +49.9% → best playbook +49.9% (strong_profit)
LDI final +13.1% → best playbook +13.1% (hold_to_end)
ScenarioPathsAvg ExitRobustWin Rate
Baseline hold28+2.4%+1.5%18%
Tighter kill28+2.4%+1.5%18%
Protect earlier28+1.3%+1.3%18%
Current Suggestions
These are the live names grouped the way we would want to publish them now. The right-most column shows the hourly price trail we already have in the system.
Publish Candidates
Quiet or stirring stories that may be more valuable with distribution.
TickerBandConfStateSignalReport P&LThesisHourly Pricing
XBI A 83% WATCH quiet -0.0% Telehealth drug access is colliding with enforcement reality - and the sector proxy is the 14:38$134.49-0.9%15:38$134.49-0.9%16:40$134.49-0.9%17:40$134.49-0.9%18:41$134.49-0.9%19:41$134.49-0.9%20:42$133.270.0%21:42$133.270.0%22:43$133.28-0.0%23:44$133.28-0.0%00:44$133.28-0.0%01:45$133.28-0.0%02:46$133.28-0.0%03:46$133.28-0.0%04:47$133.28-0.0%05:48$133.28-0.0%06:48$133.28-0.0%07:49$133.28-0.0%08:50$133.28-0.0%09:51$133.28-0.0%10:51$133.28-0.0%11:52$133.28-0.0%12:53$133.28-0.0%13:54$133.28-0.0%14:54$133.28-0.0%15:54$133.28-0.0%16:55$133.28-0.0%17:55$133.28-0.0%18:56$133.28-0.0%19:56$133.28-0.0%20:57$133.28-0.0%21:58$133.28-0.0%22:59$133.28-0.0%23:59$133.28-0.0%01:00$133.28-0.0%02:01$133.28-0.0%03:01$133.28-0.0%04:02$133.28-0.0%05:03$133.28-0.0%06:03$133.28-0.0%07:04$133.28-0.0%08:05$133.28-0.0%09:05$133.28-0.0%10:06$133.28-0.0%11:07$133.28-0.0%12:07$133.28-0.0%13:08$133.28-0.0%14:09$133.28-0.0%15:09$133.28-0.0%16:09$133.28-0.0%17:11$133.28-0.0%18:11$133.28-0.0%19:12$133.28-0.0%20:12$133.28-0.0%21:13$133.28-0.0%22:13$133.28-0.0%23:14$133.28-0.0%00:15$133.28-0.0%01:15$133.28-0.0%02:15$133.28-0.0%03:15$133.28-0.0%04:15$133.28-0.0%05:15$133.28-0.0%06:15$133.28-0.0%07:16$133.28-0.0%
HAG.DE A 74% WATCH quiet +6.9% China just put Hensoldt on an export-control list - the market will price the uncertainty 12:51$78.420.0%13:51$78.420.0%14:38$78.420.0%15:38$78.420.0%16:40$78.420.0%17:40$78.420.0%18:41$78.420.0%19:41$78.420.0%20:42$78.420.0%21:42$78.420.0%23:13$73.02+6.9%00:14$73.02+6.9%01:15$73.02+6.9%02:15$73.02+6.9%03:16$73.02+6.9%04:17$73.02+6.9%05:17$73.02+6.9%06:18$73.02+6.9%07:19$73.02+6.9%08:20$73.02+6.9%09:21$73.02+6.9%10:21$73.02+6.9%11:22$73.02+6.9%12:23$73.02+6.9%13:23$73.02+6.9%14:24$73.02+6.9%15:25$73.02+6.9%16:25$73.02+6.9%17:26$73.02+6.9%18:26$73.02+6.9%19:27$73.02+6.9%20:28$73.02+6.9%21:28$73.02+6.9%22:29$73.02+6.9%23:30$73.02+6.9%00:30$73.02+6.9%01:31$73.02+6.9%02:32$73.02+6.9%03:32$73.02+6.9%04:33$73.02+6.9%05:34$73.02+6.9%06:34$73.02+6.9%07:35$73.02+6.9%08:36$73.02+6.9%09:36$73.02+6.9%10:37$73.02+6.9%11:37$73.02+6.9%12:38$73.02+6.9%13:39$73.02+6.9%14:39$73.02+6.9%15:40$73.02+6.9%16:41$73.02+6.9%17:41$73.02+6.9%18:42$73.02+6.9%19:42$73.02+6.9%20:43$73.02+6.9%21:44$73.02+6.9%22:44$73.02+6.9%23:45$73.02+6.9%00:47$73.02+6.9%01:47$73.02+6.9%02:47$73.02+6.9%03:47$73.02+6.9%04:47$73.02+6.9%05:47$73.02+6.9%06:47$73.02+6.9%
Live Positions & Trade History
Alpha Group positions (LONG + Band A/B) at the top. Pipeline candidates next. Report P&L shows movement since the signal price.
Active Positions0 positions
No active positions. The trader is waiting for the right entry.
📈 TRADE HISTORY 32 closed, 0 active · +0.5% avg · 34% win rate · 1.6x PF · +14.6% total
TickerBandAsset EntryExitP&L HoldExit ReasonType
GOOGLCGoogle Cloud: Nvidia and Google Clo $338.89$338.89 +0.0% 3htake profit LIVE
AAPLDPhoneArena: rising component costs $258.83$266.43 -2.9% 23htake profit LIVE
TCOMDTrip.com Group: antitrust investiga $51.32$51.32 +0.0% 3htake profit LIVE
AAPLAApple Distribution International: r $255.63$255.63 +0.0% 2htake profit LIVE
TRIOATrio-Tech International: cybersecur $60.38$59.52 +1.4% 118htake profit LIVE
VEEVCVeeva Systems Inc.: Regulatory comp $179.11$179.11 +0.0% 3htake profit LIVE
PHARBPharming Group N.V.: regulatory $15.97$15.97 +0.0% 3htake profit LIVE
SMHBSK Innovation: industry investment $397.33$387.33 -2.5% 119hcut loss LIVE
SMHBKarnataka Industrial Areas Developm $380.56$388.13 +2.0% 100htake profit LIVE
SMHCCapacity Middle East 2026: digital $397.33$397.33 +0.0% 3htake profit LIVE
SMHAIn2tec: semiconductor demand $391.06$380.56 -2.7% 102hcut loss BT
BAYN.DEABayer Group: regulation $38.31$37.77 -1.4% 51hcut loss BT
IHEATeva Respiratory, LLC: market growt $91.84$87.77 -4.4% 95htracking expired BT
IHEBJiuyuan Genetic Biopharmaceutical: $91.84$91.84 +0.0% 3htake profit LIVE
MUBMicron (MU) $412.37$412.37 +0.0% 3htake profit LIVE
FRMICFermi, Inc.: litigation $9.56$9.97 -4.3% 238hcut loss LIVE
IHEBBlue Cross: drug affordability $90.38$91.84 +1.6% 262htake profit LIVE
TSMAPackaging/foundry capacity position $364.20$374.58 +2.9% 284htake profit LIVE
NVDAANvidia China-market access: H200 ap $184.97$189.82 +2.6% 96htracking expired BT
GLWAHyperscaler AI infrastructure build $130.52$139.51 +6.9% 96htracking expired BT
MUAMicron Singapore expansion + AI-mem $399.78$428.17 +7.1% 96htracking expired BT
NOCANorthrop Grumman contract_win $701.12$723.56 +3.2% 96htracking expired BT
AMDAAMD earnings_results $203.08$200.15 -1.4% 96htracking expired BT
NVTSANavitas Semiconductor: AI infrastru $8.22$7.88 -4.1% 96htracking expired BT
SSNLFAMemory supply: HBM/DRAM tightness & $65.21$65.21 +0.0% 96htracking expired BT
MUAMemory tightness (pricing/shortage $399.78$428.17 +7.1% 96htracking expired BT
QCOMAQualcomm India: chip design / ecosy $142.63$142.88 +0.2% 96htracking expired BT
ASMLAASML Holding N.V.: business restruc $1419.78$1469.59 +3.5% 96htracking expired BT
HIMSB[SHORT] Hims & Hers: regulatory $15.84$15.84 +0.0% 3htake profit LIVE
INTCAIntel/AMD China server CPU delays $46.18$46.18 +0.0% 2htake profit LIVE
TSMATSMC: semiconductor research / indu $364.20$364.20 +0.0% 2htake profit LIVE
METAAMeta: regulatory $639.29$639.29 +0.0% 2htake profit LIVE
Alpha Pipeline — Trading Formula Candidates0 alpha candidates awaiting entry
No alpha candidates in the pipeline. Scanning for LONG + Band A/B signals.
📰 If Bloomberg Published This3 intelligence signals
These SHORT signals identify stocks where our intelligence suggests downside pressure. The thesis is not about front-running — it’s about the power of disclosure. If this information became public, these would move.
XBI Band A NOT YET PUBLIC WATCH 📋
FDA: regulatory concerns over telehealth fees and drug
Telehealth drug access is colliding with enforcement reality - and the sector proxy is the clean expression
🔇 quiet
83% confidence
-0.0%
HAG.DE Band A NOT YET PUBLIC WATCH 📋
HENSOLDT AG: China restricts dual-use exports to seven
China just put Hensoldt on an export-control list - the market will price the uncertainty before it prices the BOM
🔇 quiet
74% confidence
+6.9%
INTC Band C PUBLIC WATCH 📋
Intel Corp: earnings miss risk
Intel miss-risk is now a mainstream talking point, but the downside sensitivity is still real
🔇 mainstream
48% confidence
-23.6%
Research Lab — We Track Everything, We Only Trade the Best 0 killed, 0 non-alpha watch (click to expand)
TickerBandAssetDir ConfReport P&LStateReason
505 killed positions older than 48h removed from view — still counted in learning analytics
Mechanical Exit Rules
Hard Stop: -15%
Soft Stop: -10% (LLM review)
Profit Take: +15%
Strong Profit: +25%
Peak Drawdown: 5% from peak
Time Limit: 96h
Market Crash: S&P down >3% → flatten longs
32 exits total: 7 mechanical, 14 LLM-decided
Confidence Clusters
Performance by confidence band. Which probability tier produces the best results?
A
Blue Chip
99 positions
70 measured
43% win rate
+2.0% avg P&L
FDA: regulatory concerns (XBI) -0.0%
Revolution Medicines: dar (RVMD) -0.6%
Nokia: optical network sa (NOK) 1.3%
HENSOLDT AG: China restri (HAG.DE) 6.9%
FCC: TP-Link seeks FCC ex (XLK) -2.8%
9to5Mac: Mac mini stockou (AAPL) 0.9%
B
Bread & Butter
217 positions
148 measured
41% win rate
-0.3% avg P&L
US Food and Drug Administ () ---
Google: SpaceX plans in-h (GOOGL) 0.0%
Compass Pathways: acceler (CMPS) 3.6%
[SHORT] Michael DeSombre: (KWEB) 0.0%
ON Semiconductor Corp.: O (ON) 15.0%
Eli Lilly and Company (In (LLY) 3.9%
C
Contested
553 positions
280 measured
30% win rate
+0.4% avg P&L
Microsoft: Texas power gr (MSFT) -2.1%
TSMC: TSMC revenue growth (TSM) 5.2%
Amazon: ai infrastructure (AMZN) 0.0%
Intel Corp: earnings miss (INTC) -23.6%
Google Cloud: Nvidia and (GOOGL) 1.6%
ROHM: ROHM launches 5th-g () ---
D
Dark Horse
425 positions
118 measured
24% win rate
+1.3% avg P&L
Vishay Intertechnology: s () ---
Ferdinand Marcos Jr: Phil () ---
Oxford Economics: helium () ---
Core Scientific: debt fin () ---
Morepen Laboratories: fou () ---
Adam Brosius: pharmacy pr () ---
E
Frontier Scout
268 positions
28 measured
18% win rate
+2.4% avg P&L
Gianelli & Morris: DMHC c () ---
CICC: analyst initiates o () ---
CDC: surge in drug-resist () ---
Dupilumab: effective ther () ---
H. Lundbeck A/S: Real-wor () ---
Halper Sadeh LLC: Legal a () ---
Learning Dashboard
Edge quality, direction accuracy, kill validation, optimal timing, and exit analysis.

Exit Timing Analysis

Average P&L by holding period. Teal highlights the optimal window.

Band6H12H24H48H96H+
Band A+0.2%
n=127
+0.8%
n=126
+0.9%
n=249
+0.5%
n=472
+0.2%
n=1106
Band B+0.1%
n=42
+0.9%
n=41
+0.8%
n=79
-0.2%
n=162
-2.7%
n=949
Band C+0.3%
n=24
+1.6%
n=23
+1.6%
n=48
+0.9%
n=95
+16.1%
n=758
Band D-0.4%
n=12
-1.9%
n=12
-1.9%
n=23
-2.1%
n=47
-4.8%
n=138
Band E---------------
All Bands+0.1%+0.8%+0.8%+0.3%+3.1%

Edge Quality

QualityCountWin RateAvg P&L
HIGH111439.8%0.31%
DECAYING44825.2%1.06%

Direction Analysis

DirectionCountWin RateAvg P&L
SHORT54952.8%-0.15%
LONG38051.8%2.85%
MIXED4700.0%0.0%

Propagation Posture

PostureCountWin RateAvg P&L
IGNITE4148.0%3.19%
CATALYTIC2722.7%-2.84%
SILENT50.0%-2.11%
FRAGILE2861.9%5.12%

Kill Validation

MetricValue
Total Kills820
Good Kills (avoided loss)109
Bad Kills (missed profit)119
Neutral592
Kill Accuracy13%

Staleness Impact

WindowCountWin RateAvg P&L
0-6h64833.2%0.63%
6-24h1516.7%-1.41%
24-48h1150.0%0.61%
48h+16525.9%1.72%

Optimal Holding Period

BandBest WindowAvg P&LData Points
A (Blue Chip)12-24h0.89%249
B (Bread & Butter)6-12h0.88%41
C (Contested)48h+16.08%758
D (Dark Horse)0-6h-0.39%12
E (Frontier Scout)0-6h0%0

Disclaimer
The trading algorithms and analysis presented here are experimental and under active development. Nothing on this site constitutes financial advice. We accept no responsibility for any losses incurred from acting on information found here. You are strongly advised to conduct your own due diligence before making any investment decisions.