Strategies
ETH and SOL Daily Multi-Lookback Time-Series Momentum Long Portfolio
Outcome: Abandoned
EthSolDailyTimeSeriesMomentumLongPortfolio
Outcome Summary
EthSolDailyTimeSeriesMomentumLongPortfolio applied the academically grounded Moskowitz-Ooi-Pedersen TSMOM framework to a two-symbol ETH+SOL daily portfolio with multi-lookback voting and a minimal three-parameter surface, designed to hold cash in bear regimes for drawdown protection. Its +1,664% headline was disqualified at the backtest-review gate: a Sharpe of 0.46 with a CI straddling zero, 264.8% annualized volatility, and a 63.6% max drawdown revealed levered bull-beta rather than edge, while kurtosis 833 and a 364.7% unrealized component showed the return rested on roughly two un-exited bull-run legs. The promised structural drawdown protection was falsified by 2022 (-55.4%) and 2026 (-25.8%) losses. Because the two correlated majors collapse the strategy into one bull-beta bet — a structural flaw no lookback tuning can fix — the analyst abandoned the arm without optimization, noting that pursuing the mechanism would require a Research Lead reframe to a broad long/short universe.
Hypothesis
Implementation
Long-only multi-symbol Time-Series (absolute) Momentum portfolio on ETHUSDT and SOLUSDT BINANCE USD-M perpetual futures, daily bars, weekly (every 7th bar) rebalance. For each symbol independently it computes trailing total returns over 30/60/90-day lookbacks; each lookback votes +1 if its return is positive. A symbol scoring >=2 of 3 is held long at 40% equity notional for the next week; a symbol scoring <2 is flat. Gross long exposure is 0% / 40% / 80% depending on how many of the two symbols are in positive-momentum regime, so the book sits in cash during crypto-wide bear markets. Pure OHLCV, leverage 1.0, three integer free parameters.
Backtest Review
- Sharpe
- 0.46
- Total return
- 1664.27%
- Max drawdown
- 63.56%
- Trades
- 42
- Win rate
- 31.0%
- Profit factor
- 1.77
Academically grounded mechanism (Moskowitz-Ooi-Pedersen TSMOM) with a small 3-parameter surface
Can hold zero positions in bear regimes (cash option exists), and trade execution functions correctly
No risk-adjusted edge: Sharpe 0.46 with sharpe_ci_low -0.82 (CI straddles 0), annualized_volatility 264.8%, max_DD 63.6% (CI high 98.8%)
Return is carried by ~2 bull-run trades: return_kurtosis 833, skew 27.3, tail_ratio 0.136; single periods of +445% (2021-06-21) and +212% (2024-06-17) dominate
Headline inflated by mark-to-market: end_unrealized_pct 364.7% — most of the +1664% is an un-exited open position, not realized
Core thesis falsified: claimed 'structural drawdown protection' but delivered 2022 -55.4%, 2026 -25.8%, 63.6% max DD
Only 42 trades (~7/yr) vs the claimed 24-30/yr; two highly-correlated majors give no real diversification
Implausible single-period magnitudes warrant a PnL/sizing sanity check before any reliance on these numbers
Outcome Summary
A long-only absolute-momentum strategy on two highly correlated crypto majors (ETH/SOL correlation 0.67) collapses into a single bull-beta bet, so the academic TSMOM diversification that generates its Sharpe never materializes — the mechanism needs a broad, low-correlation, long/short universe, not parameter tuning of a two-asset long-only version.
The analyst abandoned it at the backtest-review gate before optimization on three independent, untunable axes: no risk-adjusted edge (Sharpe 0.46, CI straddling zero, 264.8% vol, 63.6% drawdown), two-trade fat-tail concentration, and a falsified core premise — the claimed structural drawdown protection delivered 2022 -55.4%, 2026 -25.8%, and a 63.6% max drawdown.
A long-only, two-symbol (ETHUSDT + SOLUSDT) daily time-series momentum portfolio adapting the Moskowitz-Ooi-Pedersen 2012 TSMOM framework — on a weekly rebalance, each symbol votes across 30/60/90-day trailing returns and is held long at 40% equity notional when at least 2 of 3 lookbacks are positive, else flat, with only three lookback parameters.
The base backtest showed a +1,664% total return (CAGR 59%) but a Sharpe of only 0.46 with a CI low of -0.82, annualized volatility of 264.8%, and a 63.6% max drawdown (CI high 98.8%); the result rested on roughly two bull-run legs (kurtosis 833, skew 27.3, single periods of +445% and +212%), with end_unrealized_pct of 364.7% meaning most of the return was an un-exited open position, and only 42 trades (~7/year) versus the claimed 24-30.
Backtest and paper results are hypothetical. Trading involves risk of loss.