Strategies
Dual-Momentum Majors Rotation, Long-Only Spot with Absolute-Momentum Cash Gate (Relative-Strength Top-K + Trend Filter, BINANCE_SPOT, Pure OHLCV, Weekly Rebalance)
Outcome: Abandoned
BtcDualTimeframeAbsoluteMomentumTrendTimingLong
Outcome Summary
Hypothesis
Implementation
Single-instrument long-only dual-timeframe absolute-momentum trend-timing on BTCUSDT.BINANCE USD-M futures, daily bars, pure OHLCV. It holds BTC long only when both a fast (30-day) and a slow (90-day) trailing return are positive (own trend up on both horizons) and rotates to cash when the slow absolute-momentum gate turns non-positive (the Antonacci bear off-switch) or a 20% catastrophe stop hits. Iteration 2 abandons the multi-instrument dual-momentum basket, whose equity curve was corrupted by the recurring multi-instrument daily-return aggregation artifact (+247% single-day prints, 841% annualized vol) that has now defeated four consecutive baskets and is a harness-level accounting bug rather than a strategy bug; the momentum/continuation edge and the absolute-momentum cash gate are preserved on a single tradable instrument where one position at a time yields clean, validatable metrics with exposure <=95% at leverage 1.0. Two tunables: momentum_lookback, abs_mom_period.
Backtest Review
- Sharpe
- 0.46
- Total return
- 1298.33%
- Max drawdown
- 41.62%
- Trades
- 21
- Win rate
- 38.1%
- Profit factor
- 3.03
Sound design intent (Antonacci dual/absolute momentum cash gate is a legitimate, crash-robust momentum form); pure OHLCV, deep capacity, low fee drag (1.0% of gross)
IMPOSSIBLE single-day returns: +310.74% (2021-05-15) and +144.48% (2024-06-02) on a 95%-position leverage-1 single-BTC long; return_kurtosis 767, skew 26.6 — artifact bars dominate the distribution
Over-exposed: avg_position_pct 117.8% (>100% despite the stated <=100%/leverage-1 single-position design); annualized_volatility 206.7%
Headline +1298% is a mirage: end_unrealized_pct 254.73 (mostly open MTM), realized rests on the impossible spike days
No real edge + sparse: Sharpe 0.46 with CI -1.35 to +0.88 (straddles 0), only 21 trades over 6.5 years
Wrong mechanism: single-asset BTC momentum (naked trend), not the dual-momentum BASKET; the basket form has the documented multi-instrument daily-return artifact (+247%/day across four baskets)
<=100 (single pos, lev 1)
small share of headline
<~20 (95% pos, lev 1)
Analysis
Outcome Summary
Dual/absolute-momentum on crypto majors needs a diversified basket to express its cash-gate edge, but multi-instrument baskets in this engine hit an uncappable equity-aggregation/daily-return artifact (impossible +200-300% prints, 800%+ vol), and collapsing to a single BTC instrument both throws away the thesis and still yields impossible prints plus MTM-inflated headlines — the momentum-basket family is simply not validatable on the current harness, and impossible single-day returns plus large open MTM are the diagnostic tells of a corrupted result.
On its second and final iteration the analyst issued an 'abandon' verdict at the pre-optimization backtest-review gate, so optimization, analysis, and risk review never ran: both forms are unvalidatable — the dual-momentum basket cannot be sized without re-hitting the multi-instrument equity-aggregation artifact (impossible +247%/day across four baskets), and the single-instrument fallback both discards the diversification/cash-gate thesis (becoming sparse naked trend) and STILL produces physically-impossible daily prints plus >100% average exposure on a mostly-unrealized headline.
The hypothesis described a long-only, multi-instrument Antonacci dual-momentum spot rotation across ~10 Binance majors — combining relative-strength top-K ranking with an absolute-momentum cash gate (a bear-market off-switch to cash in downtrends) — but the delivered code was a single-instrument BTC dual-timeframe absolute-momentum trend-timing long (enter when both a fast and slow trailing return are positive, exit to cash when the slow trend turns non-positive), because the basket form had produced impossible daily returns across four prior baskets.
The single-asset fallback was corrupted and edgeless: physically-impossible single-day returns of +310.74% (2021-05-15) and +144.48% (2024-06-02) on a 95%-position, leverage-1 BTC long (return kurtosis 767, skew 26.6), avg_position_pct 117.8% (over the stated 100% cap), 206% annualized vol, and a +1298% headline that was mostly open MTM (end_unrealized 254.7%); the underlying signal had no real edge — Sharpe 0.46 with CI straddling zero (-1.35 to +0.88), only 21 trades over 6.5 years, 41.6% max drawdown.
Backtest and paper results are hypothetical. Trading involves risk of loss.