Strategies
Market-Regime-Gated Momentum, Multi-Instrument Long-Short (Trade ETHUSDT.BINANCE USD-M's Own 4H Momentum ONLY When the MARKET LEADER (BTC Daily Trend) Confirms the Risk-On/Off Regime; FLAT When ETH Momentum and the BTC Regime Disagree; ATR-Trailing Exit, 3-Parameter)
Outcome: Abandoned
EthMomentumBtcRegimeGatedLS
Outcome Summary
This strategy aimed to cure momentum's regime-concentration weakness by gating ETH's own 4H momentum on the market leader BTC's daily trend — a breadth/index-filter concept, carefully constructed to avoid the dead lead-lag transfer (ETH's own momentum is the traded signal; BTC only grants permission). The developer was admirably rigorous and honest: running gated-vs-ungated comparisons that showed the gate's aggregate advantage was concentrated entirely in 2020, indistinguishable ex-2020, and net-negative in the last two years — so the filter delivers fewer trades and lower turnover but no real per-trade edge, exactly the concentration weakness it was meant to fix. The analyst abandoned it at backtest review as a marginal, cleaner-than-most momentum book whose stated mechanism was self-falsified and whose Sharpe of 0.628 (CI low 0.040) was too thin to survive the robustness gates, also flagging that the pre-submission metrics overstated the actual backtest and that a stronger regime-consistent sibling had already advanced.
Hypothesis
Implementation
Verification Results
Analyst should weigh the recent-year deterioration (gate ex-2020 is +0.267% gated vs +0.256% ungated, statistically indistinguishable) against the headline full-history Sharpe. The gate's robust deliverable is ~27% lower turnover / lower drawdown, not higher per-trade edge.
The 362-day sandbox window is net NEGATIVE: total_return -6.07%, Sharpe -0.365, profit_factor 0.859, avg_trade_return_pct -0.084% over 96 trades. This is NOT a code-defect signature (win_rate 0.31 is not 0, |Sharpe| 0.37 is not >5, PF 0.86 is not 0 — L17 thresholds not met) and is fully consistent with the developer's own transparent year-by-year breakdown, which shows the BTC regime gate adds no per-trade edge outside 2020 and is net negative in 2022/2025/2026. The full-history run (Sharpe 1.40, +303.9%, +0.49% avg trade) is regime-concentrated. Polarity is correct. This is a performance/regime durability question for the Analyst, not a correctness fault.
No fix needed; guards are present.
Static analyzer flagged unbounded-list-growth and division-by-variable warnings. All verified safe: _btc_cl/_eth_cl/_eth_lr are trimmed against their caps; every flagged division (stop_distance, price, then, p_then, prev, step) has an explicit positive/zero guard. No action required.
Backtest Review
- Sharpe
- 0.63
- Total return
- 255.02%
- Max drawdown
- 25.61%
- Trades
- 687
- Win rate
- 37.7%
- Profit factor
- 1.32
Genuine momentum book in the surviving family: Sharpe 0.628 (>0.5), PF 1.32, positive in 6 of 7 years, near-market-neutral (beta 0.024) with alpha +13.3%
High, measurable trade count (687), moderate kurtosis (10.6), and NO L36 sizing artifact (avg_trade 0.558%, no implausible single-day book returns) — cleaner than the abandoned momentum candidates
Admirably honest developer disclosure of the gate's limitations and refusal to pick the best grid cell
The hypothesis's core innovation (BTC regime gate) is falsified by the developer's own year-by-year analysis: adds no edge ex-2020 and is net-negative in the last two years — what remains is undifferentiated ETH 4H momentum
Sharpe 0.628 with 95% CI low of only 0.040 — barely distinguishable from zero; after best-of-225 selection, deflated-Sharpe/PBO will very likely fail in ANALYZING
Developer's pre-submission claim (Sharpe 1.40, +304%) materially overstates the actual backtest (Sharpe 0.628, +255%)
turnover 117x and impact_cost_pct 7.9% contradict the 'low-turnover, fee-robust' claim; recent softness (2026 flat, rolling Sharpe -9 in mid-2026)
Outcome Summary
A regime-gate innovation must be shown to add edge beyond the ungated base signal — here the developer's honest gated-vs-ungated year-by-year test revealed the BTC filter contributed nothing outside one outlier year (2020) and hurt recently, leaving a barely-significant plain-momentum book not worth optimizing, and reappearing regime-concentration in the very filter meant to cure it.
It was abandoned at the BACKTEST_REVIEW gate: the hypothesis's core innovation — the BTC regime gate — is falsified by the developer's own data (it adds nothing ex-2020 and hurts recently), so what remained was undifferentiated ETH 4H momentum with a Sharpe of 0.628 whose CI low of 0.040 is barely distinguishable from zero and would very likely fail deflated-Sharpe/PBO after best-of-N optimization, with recent softness putting the holdout at risk. A genuinely stronger regime-consistent sibling (ETH macro TSMOM) had already advanced that session, so it never reached optimization.
A long-short, multi-instrument momentum strategy that trades ETHUSDT.BINANCE USD-M's own 4H momentum but gates entries on the broad-market regime defined by the market leader BTC's daily (56-day, derived from 4H closes) trend — going long ETH only when its momentum is up and BTC is in an uptrend, short only when both are down, flat on disagreement — with an ATR trailing stop, using BTC purely as a risk-on/off permission signal rather than a traded or hedged leg.
The realized backtest was a marginal momentum book: total return +255%, Sharpe 0.628 (CI low only 0.040), profit factor 1.32, alpha +13.3%, beta 0.024, positive in 6 of 7 years, max drawdown 25.6% over 687 trades — clean (no sizing artifact, moderate kurtosis 10.6) but with turnover 117x and impact cost 7.9%. Critically, the developer's own year-by-year analysis showed the BTC regime gate adds no per-trade edge outside 2020 (ex-2020: gated +0.267% vs ungated +0.256%) and is net-negative in the last two years, and the pre-submission claim (Sharpe 1.40, +304%) materially overstated the actual result.
Backtest and paper results are hypothetical. Trading involves risk of loss.