Earn the right
to trade live.
A 20% objective, evaluated with unseen data, realistic costs, adaptive exposure, and automatic graduation gates.
EVIDENCE GATES
Six checks before promotion
3-year point-in-time data1095 days verified; historical universe membership still required
LOCKEDWalk-forward robustness5/8 quarterly windows positive
PASSKraken costs modeled0.26% fee + 0.10% slippage
PASSSpot-only exposureMaximum 1.0×; no shorting
PASSForward paper evidence0/60 distinct days recorded
LOCKEDAutomated model promotionRequires 60 days, higher net return, and drawdown no worse than −15%
LOCKEDADAPTIVE ENGINE
How v2 seeks better returns
dual momentum
50-day trend confirmation
market breadth regime filter
45% annualized volatility target
cash fallback
Target20 v2 and Diversified v1 are locked. Each check captures completed Kraken daily closes, both portfolios’ weights, costs, equity, and drawdown.
CAPITAL GRADUATION
Scale evidence, not confidence.
ANNUAL PROFIT CHALLENGER · PAPER ONLY
Annual return first. Still fragile.
Each quarter selected from 1,728 cost-aware configurations using a rolling one-year training window. It failed out of sample.
DAILY 1 CHALLENGER · CORRECTED
Optimistic result corrected.
The earlier test clipped losses at −1% using daily bars, which could not prove those fills. With full close-to-close losses restored, the holdout result is negative.
NEW LEADING CHALLENGER · REUSED HISTORY
Diversification beat the matched benchmark.
Volatility-weighted positions across the top two to four eligible assets improved compounded return on shared windows. It still lacks enough positive quarters for promotion.
INTRADAY + SENTIMENT RESEARCH
More ideas. Better rejection.
13,440 verified hourly observations per asset were tested in rolling unseen windows. Lagged sentiment was also added to Target20; none improved the leader after costs.
Target20 remains the promoted baseline at +27.0% on its full evaluation. The diversified challenger won the matched-window return comparison, but has not passed robustness or fresh-data validation. Further tuning on the same history would increase overfitting risk, not independent evidence. Automated promotion remains locked until point-in-time data and the forward-paper gate pass. User-authorized manual Kraken execution is a separate control.