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Inspect strategy evidence

Strategy Track Record

Inspect explicitly published backtest records, their benchmark windows and validation stages. New records retain exact source and execution settings privately. Older records may lack those snapshots. Client-reported results are labelled separately from server validation.

Use the ledger to examine the evidence behind a strategy rather than treating a single return as a recommendation. Compare alpha, drawdown, trade count, recorded trial count, final-lockbox status, Monte Carlo downside and trial-adjusted Sharpe confidence together. Filters do not remove losing runs from the underlying record, and a robustness result describes a historical protocol—not future performance. A public summary is not a complete reproducibility package, and voluntarily published results are not a representative sample of every strategy or user.

Inspect the post-research forward signal record →

How to read the evidence stages

1. Discovery

Screens a hypothesis and records the search attempt.

2. Rolling validation

Tests the frozen rules across multiple chronological unseen folds, separated by an embargo.

3. Final lockbox

Opens one server-held final period only after earlier stages pass. A failure is retained and the period cannot be recycled.

4. Forward

Collects new simulated or Alpaca Paper evidence after research. It is not included in these historical metrics.

Backtests
71
Beat Buy & Hold
34%
Median Alpha
-17.70 pts
Best / Worst
+98.45 pts / -326.72 pts

All retrievable published records with reported alpha. Includes client-reported and legacy results; not independently verified or a representative sample. Ticker and validation filters apply to the table only.

Column guideWhat each Strategy Track Record field representsHide
Strategy

The recorded strategy name. A version suffix identifies a later recorded generation or revision.

Ticker

The market symbol whose historical bars were used for this backtest.

Return

The simulated percentage change in strategy equity over the tested window.

Buy & Hold

The return from buying the same symbol at the beginning of the window and holding it to the end.

Alpha

Strategy return minus buy-and-hold return, measured in percentage points. Positive means the strategy beat holding.

Win %

The percentage of completed trades that were profitable. It should be considered alongside payoff size and drawdown.

Sharpe

Risk-adjusted return: return relative to variability. Higher is generally better; it is not meaningful without enough trades.

Max DD

Maximum drawdown—the largest peak-to-trough decline in simulated strategy equity during the test.

OOS

The percentage of chronological validation folds that produced positive return, non-negative alpha, and at least one trade. The final lockbox is reported separately by Status.

Trials

The number of validation attempts recorded for the strategy lineage. More trials increase selection-bias risk and make confidence requirements stricter.

DSR confidence

Trial-adjusted Sharpe confidence. It estimates how credible the observed Sharpe remains after accounting for recorded attempts; higher is stronger.

MC p5

The fifth-percentile return from Monte Carlo trade resampling. About 95% of simulated paths finished above this downside estimate.

Trades

The number of completed simulated trades. Very small samples cannot provide dependable performance evidence.

Status

Robust means protocol v2 passed discovery, rolling validation, and its one-time final lockbox. Failed consumed and failed the lockbox; Exploratory or Incomplete has no final pass. Origin icons do not change the validation rules.

A dash (—) means the metric was unavailable or that stage of the robustness protocol was not evaluated. No individual column establishes that a strategy is reliable; interpret performance, risk, sample size and robustness together.

StrategyTickerReturnBuy & HoldAlphaWin %SharpeMax DDOOS foldsTrialsDSR confidenceMC p5TradesStatus
UntitledADBT+0.00%-98.45%+98.45 pts0.00.000.0%————0◇ Exploratory✍️
Legacy provenance
For MGN, remain out during the extreme downtrend and re-enter only after a confiv2MGN+0.00%-96.91%+96.91 pts0.00.000.0%—8——0◇ Exploratory🤖
Legacy provenance
For MGN, remain out during the extreme downtrend and re-enter only after a confiMGN+0.00%-96.91%+96.91 pts0.00.000.0%—10——0◇ Exploratory🤖
Legacy provenance
For MGN, remain out during the extreme downtrend and re-enter only after a confiv3MGN+0.00%-96.91%+96.91 pts0.00.000.0%—6——0◇ Exploratory🤖
Legacy provenance
For MGN, remain out during the extreme downtrend and re-enter only after a confiMGN+0.00%-95.58%+95.58 pts0.00.000.0%0%69.7%+0.00%0✕ Lockbox failed🤖
Legacy provenance
UntitledMYSZ+0.00%-81.96%+81.96 pts0.00.000.0%—0——0◇ Exploratory✍️
Legacy provenance
INTC — AI momentum strategyINTC+12.59%-68.26%+80.85 pts100.00.2220.5%————1◇ Exploratory🤖
Legacy provenance
WBA — AI momentum strategyWBA-5.56%-80.30%+74.74 pts50.0-0.0724.7%————2◇ Exploratory🤖
Legacy provenance
MMM — AI momentum strategyMMM+60.76%-4.05%+64.81 pts0.00.5718.7%————1◇ Exploratory🤖
Legacy provenance
For MGN, remain out during the extreme downtrend and re-enter only after a confiv3MGN-41.44%-96.91%+55.47 pts0.0-1.6741.4%—9——1◇ Exploratory🤖
Legacy provenance
UntitledORCL-11.11%-50.72%+39.61 pts50.0-0.2625.8%————4◇ Exploratory✍️
Legacy provenance
PFE — AI momentum strategyPFE-0.56%-39.98%+39.43 pts66.70.0628.9%————3◇ Exploratory🤖
Legacy provenance
DOW — AI momentum strategyDOW-21.60%-59.46%+37.86 pts0.0-0.3032.5%————3◇ Exploratory🤖
Legacy provenance
VZ — AI momentum strategyVZ+5.11%-29.76%+34.87 pts100.00.159.9%————1◇ Exploratory🤖
Legacy provenance
BA — AI momentum strategyBA+1.21%-33.43%+34.63 pts0.00.0821.2%————2◇ Exploratory🤖
Legacy provenance
MRK — AI momentum strategyMRK+16.14%-13.85%+29.99 pts28.60.2518.4%————7◇ Exploratory🤖
Legacy provenance
UNH — AI momentum strategyUNH+6.95%-18.71%+25.67 pts33.30.1630.8%————3◇ Exploratory🤖
Legacy provenance
TLT Two-Day Mean ReversionTLT+2.23%-19.77%+22.00 pts47.60.313.2%100%913.9%-5.04%21✕ Lockbox failed✍️
Legacy provenance
UntitledX:BTCUSD-6.74%-26.86%+20.13 pts47.7-0.1328.0%————109◇ Exploratory✍️
Legacy provenance
UntitledX:BTCUSD-10.77%-27.02%+16.25 pts0.0-0.4922.6%————2◇ Exploratory✍️
Legacy provenance
NKE — AI momentum strategyNKE-13.07%-26.99%+13.92 pts0.0-0.1329.5%————2◇ Exploratory🤖
Legacy provenance
CVX — AI momentum strategyCVX+38.28%+24.68%+13.60 pts33.30.4232.3%————3◇ Exploratory🤖
Legacy provenance
For MGN, remain out during the extreme downtrend and re-enter only after a confiv2MGN-88.48%-96.91%+8.43 pts0.0-0.3594.0%—5——1◇ Exploratory🤖
Legacy provenance
DIS — AI momentum strategyDIS-16.71%-21.33%+4.62 pts0.0-0.3721.6%————2◇ Exploratory🤖
Legacy provenance
UntitledSPY+16.00%+16.35%-0.35 pts100.01.534.5%————5◇ Exploratory✍️
Legacy provenance
UntitledSPY+14.95%+16.25%-1.30 pts100.01.444.5%————5◇ Exploratory✍️
Legacy provenance
UntitledX:BTCUSD+8.94%+10.66%-1.72 pts50.60.612.7%————1042◇ Exploratory✍️
Legacy provenance
UntitledSPY+14.07%+19.15%-5.09 pts100.01.364.5%————4◇ Exploratory✍️
Legacy provenance
UntitledT-16.93%-10.97%-5.96 pts0.0-1.3117.4%————2◇ Exploratory✍️
Legacy provenance
UntitledSPY+242.59%+250.18%-7.59 pts81.10.8719.0%————37◇ Exploratory✍️
Legacy provenance
UntitledNVDA+0.00%+11.28%-11.28 pts0.00.000.0%————0◇ Exploratory✍️
Legacy provenance
KO — AI momentum strategyKO+12.04%+25.22%-13.19 pts25.00.2316.7%————4◇ Exploratory🤖
Legacy provenance
V — AI momentum strategyV+61.14%+77.56%-16.42 pts0.00.6215.0%————1◇ Exploratory🤖
Legacy provenance
UntitledNVDA+5.59%+22.76%-17.17 pts42.90.3319.6%————7◇ Exploratory✍️
Legacy provenance
CSCO — AI momentum strategyCSCO+21.02%+38.60%-17.58 pts66.70.3123.0%————3◇ Exploratory🤖
Legacy provenance
UntitledNVDA+6.04%+23.74%-17.70 pts57.10.3519.6%————7◇ Exploratory✍️
Legacy provenance
XOM — AI momentum strategyXOM+36.57%+54.64%-18.07 pts50.00.3732.5%————4◇ Exploratory🤖
Legacy provenance
UntitledMETA-32.35%-13.51%-18.84 pts20.0-1.6733.8%————5◇ Exploratory✍️
Legacy provenance
JNJ — AI momentum strategyJNJ-8.38%+14.63%-23.01 pts33.3-0.1823.5%————3◇ Exploratory🤖
Legacy provenance
UntitledPLTR-21.64%+4.42%-26.05 pts57.1-0.7238.8%————7◇ Exploratory✍️
Legacy provenance
UntitledNVDA+6.54%+33.08%-26.54 pts57.10.3619.6%————7◇ Exploratory✍️
Legacy provenance
UntitledNVDA+7.37%+34.12%-26.75 pts57.10.3919.6%————7◇ Exploratory✍️
Legacy provenance
UntitledNVDA-0.43%+28.40%-28.83 pts50.00.1319.6%————6◇ Exploratory✍️
Legacy provenance
UntitledSPY+4.50%+35.99%-31.50 pts60.01.042.0%————5◇ Exploratory✍️
Legacy provenance
UntitledNVDA-6.53%+33.08%-39.62 pts46.8-0.1226.2%————126◇ Exploratory✍️
Legacy provenance
JPM — AI momentum strategyJPM+62.28%+105.10%-42.82 pts80.00.6918.8%————10◇ Exploratory🤖
Legacy provenance
UntitledNVDA+0.00%+45.04%-45.04 pts0.00.000.0%————0◇ Exploratory✍️
Legacy provenance
UntitledTSLA-3.98%+41.08%-45.06 pts33.30.0625.9%————9◇ Exploratory✍️
Legacy provenance
UntitledAAPL-8.39%+36.69%-45.08 pts0.0-0.7811.9%————7◇ Exploratory✍️
Legacy provenance
UntitledAAPL-8.54%+36.69%-45.24 pts0.0-0.7812.2%————8◇ Exploratory✍️
Legacy provenance
PG — AI momentum strategyPG-23.52%+22.07%-45.59 pts22.2-0.3033.8%————9◇ Exploratory🤖
Legacy provenance
MCD — AI momentum strategyMCD-3.22%+50.85%-54.07 pts33.30.0023.1%————9◇ Exploratory🤖
Legacy provenance
IBM — AI momentum strategyIBM+38.64%+93.14%-54.50 pts50.00.4327.2%————2◇ Exploratory🤖
Legacy provenance
UntitledMSFT-9.49%+48.95%-58.44 pts0.0-0.3512.9%————2◇ Exploratory✍️
Legacy provenance
TRV — AI momentum strategyTRV+22.37%+87.86%-65.49 pts33.30.2925.4%————3◇ Exploratory🤖
Legacy provenance
UntitledNVDA-1.96%+68.49%-70.46 pts14.30.0829.7%————7◇ Exploratory✍️
Legacy provenance
UntitledNVDA+0.00%+73.20%-73.20 pts0.00.000.0%————0◇ Exploratory✍️
Legacy provenance
UntitledNVDA+0.00%+73.58%-73.58 pts0.00.000.0%————0◇ Exploratory✍️
Legacy provenance
UntitledNVDA-13.11%+69.03%-82.14 pts22.2-0.0829.7%————9◇ Exploratory✍️
Legacy provenance
HD — AI momentum strategyHD-19.69%+70.11%-89.80 pts33.3-0.2944.2%————3◇ Exploratory🤖
Legacy provenance
WMT — AI momentum strategyWMT+53.71%+148.42%-94.70 pts28.60.6423.8%————7◇ Exploratory🤖
Legacy provenance
UntitledAPURR-26.71%+68.18%-94.89 pts0.0-3.4528.1%————2◇ Exploratory✍️
Legacy provenance
GS — AI momentum strategyGS+91.79%+202.82%-111.03 pts66.70.7331.2%————3◇ Exploratory🤖
Legacy provenance
AXP — AI momentum strategyAXP+18.14%+133.83%-115.69 pts66.70.2633.3%————3◇ Exploratory🤖
Legacy provenance
AAPL — AI momentum strategyAAPL+43.96%+169.53%-125.57 pts100.00.4421.6%————3◇ Exploratory🤖
Legacy provenance
MSFT — AI momentum strategyMSFT+85.26%+226.30%-141.05 pts100.00.8515.5%————2◇ Exploratory🤖
Legacy provenance
RTX — AI momentum strategyRTX+42.41%+214.06%-171.65 pts50.00.4625.3%————2◇ Exploratory🤖
Legacy provenance
CAT — AI momentum strategyCAT-1.12%+184.79%-185.90 pts28.60.0843.3%————7◇ Exploratory🤖
Legacy provenance
UntitledX:BTCUSD-5.32%+195.25%-200.57 pts28.6-0.0818.4%————7◇ Exploratory✍️
Legacy provenance
SMA Cross + SentimentorPLTR+51.23%+336.82%-285.59 pts60.00.8632.0%—1——5◇ Exploratory🤖
Legacy provenance
UntitledINTC+131.76%+458.48%-326.72 pts50.01.1234.0%—0——6◇ Exploratory✍️
Legacy provenance