← Dataurora

Strategy · AU

Analyst Upside

Composite of EPS revisions, insider purchases, analyst target spread, and momentum acceleration. Signal-driven, rebalanced daily.

Live · paper · Aggressive tranche
-7.86%
Indexed 92.1 / 100 · active · as of 2026-07-24
Live max DD -7.52%σ 0.84%downside σ 0.98%14 sessions
Signal B&H -2.36% · hypothetical, since 2026-06-25, marked through 2026-07-24

Signal sensitivity — drives Holdings, Recent activity & the curve

Portfolio · Holdings

What the strategy holds now

The book the strategy actually owns right now, by reporting currency, in % of book (no dollar amounts). It is signal-driven and rebalanced daily, but each name is held until its signal says exit (hold-until-exit, anti-churn) — so turnover stays low. A book can hold fewer names than the model ranks: positions are sized by rule — a volatility target, whole-share lots, per-name caps — with the remainder in cash (the Cash badge).

USD · 10 holdingsCash 63%as of 24 Jul 2026
USD holdings as of 24 Jul 2026: ticker, signal and strength coefficient, percent of book, percent of total capital, and exchange. Sorted by percent of book. Cash is 63% of capital.
TickerSignal% of book
HPE
NYSE
Hold2.718.2%
6.7% of capital
GEN
NASDAQ
Buy3.214.4%
5.3% of capital
RBRK
NYSE
Buy2.712.9%
4.8% of capital
UAL
NASDAQ
Buy10.010.4%
3.8% of capital
GH
NASDAQ
Buy3.78.7%
3.2% of capital
BLZE
NASDAQ
Buy3.08.2%
3.0% of capital
SNOW
NYSE
Strong Buy5.07.9%
2.9% of capital
XMTR
NASDAQ
Buy3.27.6%
2.8% of capital
ENVA
NYSE
Strong Buy4.97.0%
2.6% of capital
PENG
NASDAQ
Strong Buy5.64.7%
1.8% of capital
EUR · 11 holdingsCash 32%as of 24 Jul 2026
EUR holdings as of 24 Jul 2026: ticker, signal and strength coefficient, percent of book, percent of total capital, and exchange. Sorted by percent of book. Cash is 32% of capital.
TickerSignal% of book
FTK
XETRA
Buy3.214.6%
9.9% of capital
PUB
PARIS
Strong Buy6.613.5%
9.1% of capital
ADS
XETRA
Strong Buy8.010.6%
7.2% of capital
IFX
XETRA
Strong Buy10.09.9%
6.7% of capital
F3C
XETRA
Strong Buy4.19.5%
6.4% of capital
AG1
XETRA
Strong Buy5.29.1%
6.1% of capital
STMPA
PARIS
Strong Buy5.08.6%
5.8% of capital
SZG
XETRA
Strong Buy8.88.4%
5.7% of capital
HEIA
AMSTERDAM
Strong Buy4.58.2%
5.5% of capital
NANO
PARIS
Buy8.55.9%
4.0% of capital
ABVX
PARIS
Strong Buy7.81.7%
1.2% of capital
PLN · 4 holdingsCash 61%as of 24 Jul 2026
PLN holdings as of 24 Jul 2026: ticker, signal and strength coefficient, percent of book, percent of total capital, and exchange. Sorted by percent of book. Cash is 61% of capital.
TickerSignal% of book
DOM
GPW
Strong Buy10.025.9%
10.1% of capital
PZU
GPW
Buy1.025.5%
10.0% of capital
PKO
GPW
Strong Buy8.525.0%
9.8% of capital
ALR
GPW
Strong Buy8.623.6%
9.3% of capital

% of book is a name's weight within the invested sleeve (sums to 100%); % of capital is its share of the whole account, with the rest in cash (the Cash badge) — so a mostly-idle book reads low on capital and high on cash. Coefficient (1–10) is conviction/ranking — used for sort and entry/exit, not position size (positions are volatility-targeted and bought in whole shares, so weights are uneven and a cash remainder is deliberate). A held name can briefly show Sell: signals refresh daily and the exit executes at the next rebalance — or the book is in a defensive hold that pauses trading. A freshly launched book also deploys gradually: the volatility target and the daily turnover cap throttle how fast new positions enter, so cash runs high in the first weeks — ramp-up mechanics, not a defensive stance.

Recent activity

What changed at the last rebalance

Buys and sells from the most recent rebalance, per currency, as a share of the book (no dollar amounts). Low turnover is by design.

USDLast rebalance 27 Jul 2026
  • BoughtUAL10.7% of bookBuy10.0
  • BoughtENVA7.3% of bookStrong Buy4.9
  • SoldNAVN9.4% of bookSellsignal exit
  • SoldTOI6.7% of bookSellsignal exit
  • SoldNUTX4.3% of bookSellsignal exit
EURLast rebalance 27 Jul 2026
  • BoughtAG19.5% of bookStrong Buy5.2
  • BoughtSZG8.5% of bookStrong Buy8.8
  • SoldSOP9.8% of bookSellsignal exit
  • SoldPLNW6.8% of bookSellsignal exit
PLNLast rebalance 24 Jul 2026
  • BoughtPKO25.3% of bookStrong Buy7.5

European rebalances land in the morning of their session and US ones after the US open, so a single day's blocks can appear at different times.

Live performance

Daily mark-to-market on the live IBKR paper account, indexed to 100 at funding, overlaid with the S&P 500 (a global anchor) and each market's primary local index, measured from the same date. For a non-USD book the S&P 500 is converted into that currency from the same date, so the comparison includes the exchange-rate move; the local index is already in that currency.

All six books — USD, EUR and PLN, aggressive and conservative — were relaunched onto new tranches at a flat base on 7–8 Jul 2026 (the V1.2 investability screen); earlier tranches are archived and no longer shown. Non-USD books are forward-only paper tracks: their walk-forward backtest is computed later (expected around September 2026), recalibrating the model's coefficients periodically, and does not gate publication.

funded 6 Jul 2026 24 Jul 2026
92.1 / 100
-7.86%
Aggressive -7.86%Conservative -4.95%
6 Jul
100.0
+0.00%
9 Jul
99.1
-0.92%
14 Jul
98.0
-2.02%
17 Jul
94.4
-5.58%
22 Jul
93.4
-6.59%
24 Jul
92.1
-7.86%
Daily live paper performance (Aggressive tranche) in USD, indexed to 100 at the tranche funding date, with benchmark cumulative returns rebased into USD from the same date. The first row is the funding point, where every series equals 100 by construction.
DateIndexCumulative returnS&P 500 cumulative returnNasdaq-100 cumulative return
6 Jul 2026100.0+0.00%+0.00%+0.00%
7 Jul 202699.6-0.37%-0.48%-1.85%
8 Jul 202698.1-1.94%-0.78%-1.57%
9 Jul 202699.1-0.92%+0.06%+0.06%
10 Jul 202698.2-1.84%+0.49%+0.37%
13 Jul 202697.3-2.71%-0.28%-1.53%
14 Jul 202698.0-2.02%+0.07%-0.43%
15 Jul 202696.7-3.33%+0.47%-0.70%
16 Jul 202694.9-5.06%-0.07%-2.34%
17 Jul 202694.4-5.58%-1.06%-3.80%
20 Jul 202693.9-6.14%-1.22%-3.70%
21 Jul 202694.1-5.89%-0.40%-1.92%
22 Jul 202693.4-6.59%-0.52%-2.42%
23 Jul 202692.4-7.57%-1.74%-4.27%
24 Jul 202692.1-7.86%-1.64%-5.34%
Analyst Upside · Aggressive · paper · USD
S&P 500
Nasdaq-100

Live model

Research signal — not a buy listas of 2026-07-27

What the strategy would pick if it rebalanced today.

The model ranks these names by signal daily; we hold the names we own until a name's signal says exit — the gap between this ranking and the Holdings above is our hold-until-exit (anti-churn) discipline. The ranking itself is the same for both tranches — the Aggressive/Conservative toggle only changes which signals trigger a trade, so it drives the Holdings and curve above, not this list. So this is a research signal, not a confirmed buy list.

Sort
Ranked picks as of 2026-07-27: rank, ticker with its exchange, signal and strength coefficient, market cap, and a link to each pick's conviction breakdown. Grouped by reporting currency; each market is ranked independently.
#TickerSignalMarket cap (USD)Drill-down
USD · 20 picks
01
UAL
NASDAQ
Hold$38.39Bconviction →
02
GTLB
NASDAQ
Hold$5.55Bconviction →
03
DELL
NYSE
Strong Buy7.8$261.14Bconviction →
04
PENG
NASDAQ
Strong Buy5.6$2.98Bconviction →
05
SNOW
NYSE
Strong Buy5.0$93.20Bconviction →
06
ENVA
NYSE
Strong Buy4.9$5.79Bconviction →
07
AGYS
NASDAQ
Strong Buy4.8$2.78Bconviction →
08
SMTC
NASDAQ
Hold$11.73Bconviction →
09
GH
NASDAQ
Hold$20.67Bconviction →
10
GEN
NASDAQ
Hold$16.07Bconviction →
11
XMTR
NASDAQ
Buy3.2$5.79Bconviction →
12
WDC
NASDAQ
Buy3.1$168.00Bconviction →
13
BLZE
NASDAQ
Buy3.0$766Mconviction →
14
RBRK
NYSE
Buy2.7$16.25Bconviction →
15
HPE
NYSE
Sell$61.87Bconviction →
16
AMAT
NASDAQ
Buy2.6$448.23Bconviction →
17
PRGS
NASDAQ
Sell$1.55Bconviction →
18
CSCO
NASDAQ
Sell$449.99Bconviction →
19
HNGE
NYSE
Buy1.1$5.75Bconviction →
20
FIVN
NASDAQ
Sell$1.96Bconviction →
EUR · 20 picks
01
IFX
XETRA
Strong Buy10.0$95.44Bconviction →
02
SZG
XETRA
Strong Buy8.8$3.40Bconviction →
03
NANO
PARIS
Hold$2.03Bconviction →
04
ADS
XETRA
Strong Buy8.0$35.11Bconviction →
05
ABVX
PARIS
Strong Buy7.8$11.21Bconviction →
06
PUB
PARIS
Strong Buy6.6$24.52Bconviction →
07
AG1
XETRA
Strong Buy5.2$5.97Bconviction →
08
STMPA
PARIS
Strong Buy5.0$47.57Bconviction →
09
HEIA
AMSTERDAM
Strong Buy4.5$48.41Bconviction →
10
F3C
XETRA
Strong Buy4.1$397Mconviction →
11
S92
XETRA
Buy3.9$2.25Bconviction →
12
FTK
XETRA
Buy3.2$4.48Bconviction →
13
INGA
AMSTERDAM
Buy2.7$94.33Bconviction →
14
SMHN
XETRA
Buy2.7$1.73Bconviction →
15
DSFIR
AMSTERDAM
Buy2.1$22.91Bconviction →
16
RXL
PARIS
Sell$12.67Bconviction →
17
ARCAD
AMSTERDAM
Buy1.9$4.01Bconviction →
18
BFIT
AMSTERDAM
Buy1.9$2.39Bconviction →
19
BN
PARIS
Buy1.4$51.25Bconviction →
20
BAMNB
AMSTERDAM
Buy1.0$3.26Bconviction →
PLN · 6 picks
01
DOM
GPW
Strong Buy10.0$1.74Bconviction →
02
KRU
GPW
Strong Buy8.9$2.13Bconviction →
03
ALR
GPW
Strong Buy8.6$4.60Bconviction →
04
PKO
GPW
Strong Buy8.5$35.22Bconviction →
05
BDX
GPW
Strong Buy5.3$4.95Bconviction →
06
PZU
GPW
Hold$15.89Bconviction →

Earlier model rankings

The model's daily rankings from earlier dates — historical model output, not executed trades. Click any ticker for the full conviction breakdown.

Sort
Ranked picks as of 2026-07-24: rank, ticker with its exchange, signal and strength coefficient, market cap, and a link to each pick's conviction breakdown. Grouped by reporting currency; each market is ranked independently.
#TickerSignalMarket cap (USD)Drill-down
USD · 20 picks
01
GTLB
NASDAQ
Strong Buy10.0$5.55Bconviction →
02
TOI
NASDAQ
Strong Buy9.6$535Mconviction →
03
NUTX
NASDAQ
Hold$1.12Bconviction →
04
DELL
NYSE
Strong Buy8.1$261.14Bconviction →
05
AGYS
NASDAQ
Hold$3.01Bconviction →
06
SNOW
NYSE
Strong Buy5.5$93.20Bconviction →
07
PENG
NASDAQ
Hold$2.98Bconviction →
08
GEN
NASDAQ
Hold$16.07Bconviction →
09
GH
NASDAQ
Strong Buy3.6$20.67Bconviction →
10
WDC
NASDAQ
Strong Buy3.5$168.00Bconviction →
11
XMTR
NASDAQ
Buy3.4$5.79Bconviction →
12
RBRK
NYSE
Buy2.7$16.25Bconviction →
13
MGTX
NASDAQ
Sell$1.16Bconviction →
14
HPE
NYSE
Buy2.2$61.87Bconviction →
15
BLZE
NASDAQ
Sell$766Mconviction →
16
PRGS
NASDAQ
Sell$1.65Bconviction →
17
FIVN
NASDAQ
Sell$1.96Bconviction →
18
AMAT
NASDAQ
Buy1.1$448.23Bconviction →
19
TENB
NASDAQ
Sell$3.62Bconviction →
20
NAVN
NASDAQ
Sell$5.65Bconviction →
EUR · 20 picks
01
IFX
XETRA
Strong Buy10.0$96.81Bconviction →
02
NANO
PARIS
Strong Buy9.2$2.00Bconviction →
03
ADS
XETRA
Strong Buy8.5$36.61Bconviction →
04
ABVX
PARIS
Hold$11.24Bconviction →
05
STMPA
PARIS
Hold$48.65Bconviction →
06
PUB
PARIS
Strong Buy6.9$24.46Bconviction →
07
AG1
XETRA
Strong Buy5.7$5.78Bconviction →
08
HEIA
AMSTERDAM
Strong Buy5.2$47.85Bconviction →
09
F3C
XETRA
Strong Buy5.0$390Mconviction →
10
SOP
PARIS
Hold$3.25Bconviction →
11
INGA
AMSTERDAM
Buy2.9$93.92Bconviction →
12
BFIT
AMSTERDAM
Buy2.8$2.35Bconviction →
13
ARCAD
AMSTERDAM
Buy2.7$3.41Bconviction →
14
DSFIR
AMSTERDAM
Sell$22.64Bconviction →
15
FTK
XETRA
Buy2.3$4.38Bconviction →
16
SMHN
XETRA
Buy2.2$1.74Bconviction →
17
RXL
PARIS
Buy1.9$12.64Bconviction →
18
BN
PARIS
Buy1.8$49.99Bconviction →
19
BAMNB
AMSTERDAM
Buy1.1$3.32Bconviction →
20
PLNW
PARIS
Buy1.0$1.54Bconviction →
PLN · 6 picks
01
DIA
GPW
Strong Buy10.0$1.47Bconviction →
02
DOM
GPW
Strong Buy9.8$1.73Bconviction →
03
ALR
GPW
Strong Buy8.6$4.59Bconviction →
04
KRU
GPW
Strong Buy8.5$2.10Bconviction →
05
PKO
GPW
Strong Buy7.5$35.24Bconviction →
06
PZU
GPW
Strong Buy1.0$15.80Bconviction →

How Analyst Upside picks names.

Buys names where multiple independent signals agree the consensus is too low. EPS estimates trending up, insiders putting their own money in, sell-side targets sitting well above spot. Those signals rarely align without reason.

  1. 01

    Universe filter

    US, European, and Polish listings with sufficient analyst coverage (target prices, ratings available) and a per-market size floor; for non-US listings, analyst data falls back to a secondary provider where the primary feed is blank. Hard floors run before scoring — at least 3 covering analysts and a consensus target at or above the current price — and they fail closed: a name with missing data is dropped. The V1.2 investability screen caps the share price at $600 (US) / €1,000 (EU) / 4,000 zł (PL), so every pick is buyable as a whole share within the strategy's fixed entry ticket. Under the current rules the cap also applies to held names: a position whose price outgrows it leaves the ranking and is sold.

  2. 02

    EPS revisions (30d)

    Two separate signals. The dollar change in the consensus EPS estimate over the past 30 days (capped to filter corporate-action artifacts) is the highest-weighted factor in the composite. The balance of up- versus down-revisions is scored separately and also acts as a hard floor: names with net downgrades are dropped.

  3. 03

    Insider activity (90d)

    The more abnormal of two signals, each measured as a z-score: total open-market insider purchase dollars over 90 days, or the number of distinct insider buyers over the same window. Only open-market purchases (SEC Form 4 code P) count — sales, option exercises, and grants are not part of the factor.

  4. 04

    Analyst upside

    Spread between consensus 12-month target and current price. Premium for names with high spread AND recent EPS upgrades.

  5. 05

    Momentum acceleration

    Difference between recent 3-month and 12-month momentum — a tilt toward names whose momentum is improving. Under review: interim measurements show this factor measuring adverse — negative, not just flat — on this strategy's own universe; its demotion is pre-registered for the ~Sep 2026 walk-forward.

  6. 06

    Composite score + AI research

    All six factors — the five above plus a consensus analyst-rating score — are winsorised, z-scored, and weighted into a composite. The factor set and weights are frozen and pre-registered until the ~Sep 2026 walk-forward; they never change quietly. The top-ranked names are selected per market. Each pick gets the same AI research card as QM (Perplexity brief + 3-model council vote) before order placement. On the rare day the research service is unavailable, the paper book trades on the quant ranking alone and the missing verdict is visible on the pick page.

Two tranches: one signal feed, two disciplines

Each name gets one of five signals — Strong Buy, Buy, Hold, Sell, Strong Sell — with a 1–10 strength coefficient that sorts within a level. Both tranches read the same signals and the same endorsed ranking; they differ in which buckets trigger a buy. The aggressive sleeve buys Strong Buy and Buy names; the conservative sleeve acts only on Strong Buy when adding names and holds through plain Buy — a stricter entry bar that can mean a smaller book, targeting lower volatility. Both sleeves exit on the same Sell / Strong Sell signals: the tracks differ in the entry bar, the volatility target and the per-name stop, not in how quickly they exit.

Aggressive
Acts on Strong Buy and Buy when adding names, so it deploys sooner and runs the fuller book. Targets roughly 22% annualised book volatility (a soft setting, calibrated forward on the paper track) and enforces a hard −25% per-name stop. Exits on Sell / Strong Sell.
Conservative
Acts only on Strong Buy when adding names — a stricter entry bar that can mean a smaller book. Targets roughly 14% annualised volatility (a soft setting, calibrated forward) and enforces a hard −15% per-name stop. Exits on the same Sell / Strong Sell signals as the aggressive track — the sleeves differ on entry, risk envelope and stop, not exit speed.
Rebalance cadence
Signal-driven, rebalanced daily, hold-until-exit (anti-churn). A credible backtest accumulates through ~Sept 2026.
Universe
US, European, and Polish mid-to-large-cap equity with analyst coverage