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BtcHyperliquidDualTimeframeMomentumConfluenceLS4H

Giả thuyết

Hyperliquid BTC Perp Dual-Timeframe Momentum Confluence, Long-Short (BTCUSD.HYPERLIQUID, 4H Primary + 1D Confirm, Flat on Disagreement, ATR Trailing Stop + Slow-TF Regime Break, 3-Parameter) — Venue-Transfer Rehearsal for the First Hyperliquid Live Candidate

Giả thuyết

A LONG-SHORT, single-instrument, pure-OHLCV momentum-confluence trend follower on BTCUSD.HYPERLIQUID (Hyperliquid perpetual, MARGIN account, leverage 1.0 = same as the source, far below the 20x venue cap). Mechanism is an EXACT transfer of BtcDualTimeframeMomentumConfluenceLS (Binance USD-M, Sharpe 1.99, 458 trades, PF 2.40, DD 3.94%, +$4,774 over 36 paper trades in 29 days): a FAST leg (sign of the trailing fast_lookback-bar return on 4H bars) and a SLOW leg (sign of the trailing slow_lookback-bar return on DAILY bars, via on_extra_bar) must AGREE to hold a position; on disagreement the book is FLAT. Exits unchanged: ATR trailing stop from the running extreme, or the daily leg flipping against the held side. Sizing capital-relative via get_account_equity(). PURPOSE: this is not a new alpha claim but an execution-readiness rehearsal — before capital is routed to Hyperliquid, the one mechanism the factory trusts must be validated on Hyperliquid's own price series, fee schedule and hourly funding clock, then rehearsed on TESTNET. I am aware HYPERLIQUID is 0/131 all-time and that clones of this survivor have died elsewhere; the bar is therefore pre-registered BELOW the source's. DATA SPAN (checked in the catalog, not assumed): BTCUSD.HYPERLIQUID-4-HOUR has accrued past the 5000-candle API cap since 2024-01-22 → ~2.6 years / ~5,700 bars, enough for 3 walk-forward windows plus a ~6-month holdout; the daily confirm leg goes back to 2020-08-20. 4H is the fastest Hyperliquid interval with usable multi-year history — no sub-hourly variant is proposed. PARAMETERS (source optimum kept verbatim per the brief): fast_lookback=18, slow_lookback=15, trail_atr_mult=3.033, risk_pct=0.0101, max_notional_frac=0.497, leverage=1.0, ATR_PERIOD=14; Hyperliquid-only overrides size_precision=5 and min_notional=$10. Three tunables exposed. FEE ARITHMETIC: 0.045% taker/side = ~0.09% round-trip on market orders both ways. Source realised 1.367%/trade; assuming HALF survives the transfer and the choppier 2024-2026 window gives ~0.65%/trade ≈ 7x round-trip and 4x the 0.15% Hyperliquid floor — I pre-register 0.45% (5x round-trip). Cadence ~55-60 round trips/year (≈1/week), nowhere near the fee-drag graveyard. FUNDING: Hyperliquid accrues HOURLY and the engine does NOT credit funding, so a ~5-day hold carries ±0.05-0.15% of unmodelled funding — a flagged measurement gap, and the main reason the testnet rehearsal is the point. PORTFOLIO FIT: HYPERLIQUID 6.9% vs a ≥20% quota target — the furthest-under-target venue with real multi-year data; direction long-short (14.9% of corpus vs 85.1% long-only).

Giả thuyết

Exact venue transfer of BtcDualTimeframeMomentumConfluenceLS (Binance USD-M survivor) as the hypothesis specifies: signal, exit and sizing code are reproduced verbatim from the source strategy file, with only the venue-specific constants changed (size_precision 5, min_notional $10) and the source optimum carried over as defaults (fast_lookback=18, slow_lookback=15, trail_atr_mult=3.033, risk_pct=0.0101, max_notional_frac=0.497, ATR_PERIOD=14 locked, leverage 1.0). Venue is HYPERLIQUID futures (MARGIN) because the book goes SHORT — spot cannot express half of this mechanism. The daily confirm leg is a SLOWER-timeframe extra leg on the same instrument, so the base template's cross-leg alignment barrier never gates the 4H signal (only same-timeframe legs sync); both BTCUSD.HYPERLIQUID-4-HOUR and -1-DAY bar dirs were confirmed present in the catalog before submission. Per-bar work is O(lookback) with fixed windows (ATR over 15 bars, two indexed lookups) so the 300s sandbox budget is not at risk. Entry frequency: the confluence gate is a 2-condition sign agreement that holds most of the time in a trending regime and flips a few times a month — the source produced 458 trades, so a zero-trade sandbox is not a live risk. Every parameter clamp in __init__ is declared identically in _param_bounds so the optimizer never tests a value the code silently rewrites. Leverage stays at 1.0 and is read from self.config.leverage in the notional cap, matching the source. One honest caveat, as the hypothesis itself states: Hyperliquid funding accrues hourly and the engine does not credit it, so a multi-day hold carries roughly ±0.05–0.15% of unmodelled funding — this backtest measures price-and-fee transfer only, which is why the testnet rehearsal is the actual deliverable.

Giả thuyết

negative_expectancy on a reliable sample. The deciding number is gross, not costs: total price PnL is +$1,497 over 172 trades (~0.02% of notional each) against $3,777 commission and $4,487 funding actually paid → net -$6,767, PF 0.90, Sharpe -0.137. Optimization cannot lift a mechanism with ~zero gross capture over a 0.09% round trip plus an hourly funding clock on 3.6-day holds. The failure is specific: the long leg still works (+0.409%/trade) but the 92 shorts lose -0.744%/trade, so the source's long-short symmetry does not transfer to HL's 2024-2026 window.

Triển khai

Long-short, single-instrument, pure-OHLCV dual-timeframe momentum confluence on BTCUSD.HYPERLIQUID perpetual. A FAST leg (sign of the trailing 18-bar return on 4H bars) and a SLOW leg (sign of the trailing 15-bar return on DAILY bars, delivered via on_extra_bar) must AGREE to hold a position: both up -> LONG, both down -> SHORT, disagreement -> FLAT. Exits are an ATR trailing stop (3.033 x entry-time ATR from the position's running high/low extreme) or the daily leg flipping against the held side. Sizing is capital-relative: risk 1.01% of equity across the trailing-stop distance, gross notional capped at 49.7% of equity, leverage 1.0, size quantised to HL's 5-decimal size precision with a $10 minimum notional. calculate_signal returns the continuous 4H momentum return every bar; the discrete confluence gate lives in should_enter.

Kết quả xác minh

Move the _side/_extreme/_entry_atr anchoring out of should_enter() into the position-exists branch of calculate_signal (which already handles the _side == 0 case), or into an on_position_opened hook.

Kết quả xác minh

should_enter() mutates position state (self._side, self._extreme, self._entry_atr) before the order is known to be submitted. If position_size() returns 0, or the base template drops the entry on the min-notional check, the strategy is left with a non-zero _side and a stale _extreme/_entry_atr while actually flat. It is self-healing (the next bar's calculate_signal sees pos is None and resets all three, and should_exit() is only reached when a position exists), so no wrong trading decision follows - but a predicate with side effects is fragile if the base template's entry path ever changes. Prefer anchoring the trailing state in on_position_opened / the first post-entry calculate_signal.

Kết quả xác minh

Drop BTCUSD.HYPERLIQUID from extra_instruments; extra_bar_types alone delivers the daily leg to on_extra_bar().

Kết quả xác minh

config.extra_instruments lists BTCUSD.HYPERLIQUID, which is also the primary instrument_id. The base template then subscribes the same instrument twice for non-bar data (none requested here, so no effect), buffers the daily bars into _extra_bars[BTCUSD.HYPERLIQUID] (never read by this strategy - it keeps its own _daily_closes), and calls close_all_positions/cancel_all_orders on the primary instrument twice in on_stop (idempotent). Harmless today because only extra_bar_types matters for the daily leg and the 1-DAY timeframe differs from the 4-HOUR primary so _sync_extra_iids stays empty (the alignment barrier correctly does not gate the 4H signal, as the rationale claims). Still, the duplicate entry is noise.

Kết quả xác minh

Optional: have min_bars_required() also account for the daily warm-up (e.g. max(fast_lookback+1, ATR_PERIOD+1, (slow_lookback+1)*6) + 2) so the entry diagnostics attribute the dead preamble to warm-up rather than to the entry gate.

Kết quả xác minh

The daily confirm leg needs slow_lookback + 1 = 16 daily closes before _slow_dir leaves 0, i.e. ~96 primary 4H bars, while min_bars_required() only gates on the 4H leg (21 bars). Between bar 21 and ~bar 96 the strategy is silently unable to enter (confluence can never be satisfied with _slow_dir == 0). Correct and non-look-ahead, but it costs ~16 days of every walk-forward window and would show up as a dead preamble rather than an explicit warm-up gate.

Kết quả xác minh

Sandbox economics contradict the pre-registered claim, and they do so at the SOURCE'S OWN OPTIMUM (fast=18, slow=15, trail=3.033 carried over verbatim), so the usual 'unoptimized draw' excuse is weaker here than normal: avg_trade_return_pct is -0.088% against a pre-registered +0.45% (5x round-trip), PF 0.966, Sharpe -0.137, total_return -2.27% over 172 trades / 799 days. Commissions are 5.78% of gross and impact $1,122, so cost is not the whole story - gross capture per trade is only marginally positive. Regime attribution is the opposite of what a trend-follower should show: stressed tercile -10.96% (sharpe -1.34), calm -0.26%, with all the profit in the middle tercile (+7.28%) - i.e. the confluence gate is not capturing the volatile trends it is designed for on HL's price series. Two further things the analyst should weigh at backtest review: (1) FUNDING IS NOT MODELLED on Hyperliquid (funding_events_available: 0) while the book holds ~3.6 days on an hourly funding clock, so the measured PnL carries an unbooked +-0.05-0.15%/trade - the hypothesis flags this honestly but it means the HL number is a price-and-fee result only; (2) the 4H series starts 2024-01-22 (~2.6y, ~5,700 bars) and produces only ~55-75 round trips/year, so a 3-window walk-forward plus a 6-month holdout will be splitting roughly 200 lifetime trades - expect wide Sharpe CIs (sandbox CI already spans -1.57 to +1.28). The code is a faithful transfer; if the venue transfer is going to be judged, judge it on the full-history run with these caveats attached.

Đánh giá backtest

Faithful verbatim transfer of the survivor mechanism: 172 trades over 799 days, 4,787 bars, no entry-diagnostic drops, metrics_reliable=true — a clean measurement of the venue-transfer question.

Đánh giá backtest

Funding IS credited on this run (26,347 funding events, per-trade funding field populated), so the hypothesis's flagged measurement gap is actually closed.

Đánh giá backtest

Trades match the hypothesis (80 long / 92 short, ~3.6d holds, ATR/regime exits) — not a coding defect.

Đánh giá backtest

Negative expectancy on an adequate sample: PF 0.90, Sharpe -0.137, -2.27% total, expectancy -$39.34/trade, avg_trade_return_pct -0.088% vs a 0.15% floor and a +0.45% pre-registration.

Đánh giá backtest

Verified on the detail file: gross PRICE PnL is only +$1,497 over 172 trades (~0.02% of notional/trade) before $3,777 commission and $4,487 funding paid — price capture is ~zero, so this is not a fee-calibration problem.

Đánh giá backtest

Short leg is the break: mean price capture LONG +0.409%/trade vs SHORT -0.744%/trade over 92 shorts.

Đánh giá backtest

Loses in 2024 and 2025, positive only in 2026's 23 trades; 760 days underwater, 11 consecutive losses.

Đánh giá backtest

Regime attribution inverts the trend premise (stressed -10.97%, Sharpe -1.34; all profit in the middle vol tercile), confirming QA's concern.

Đánh giá backtest

Sharpe CI -1.50 to +1.23, PSR 0.42 — a 3-window walk-forward plus holdout would split ~170 lifetime trades.

Tóm tắt kết quả

BtcHyperliquidDualTimeframeMomentumC-078dad301a

Tóm tắt kết quả

This run was an execution-readiness rehearsal rather than a new alpha claim — an exact transfer of the factory's #1 Binance survivor onto Hyperliquid's own price series, fees and hourly funding clock, with a pre-registered bar deliberately set below the source's. The transfer executed cleanly (172 trades, no entry-diagnostic drops, metrics_reliable, and funding actually credited, closing the hypothesis's flagged measurement gap), but the economics did not follow: -2.27% total return, Sharpe -0.137, PF 0.90 and -0.088% per trade, losing in 2024 and 2025 and spending 760 days underwater. The decisive detail was that gross price PnL was roughly zero (+$1,497 over 172 trades) before $3,777 commission and $4,487 funding, with the short leg (-0.744%/trade) erasing a still-working long leg (+0.409%/trade). The analyst abandoned it at backtest review on iteration 1, before spending the 3-phase optimization; the analyst and risk-officer post-optimization stages were never reached.

Tóm tắt kết quả

A mechanism's edge is venue- and window-specific: transferring a proven long-short rule unchanged can lose the symmetry that made it work, so check each leg's gross price capture separately before assuming costs are the obstacle.

Tóm tắt kết quả

The backtest-review gate returned abandon before any optimization ran, citing negative expectancy (-$39.34/trade) on a reliable 172-trade sample where the long leg still captured +0.409%/trade but the 92 shorts lost -0.744%/trade. With near-zero gross price capture, optimization could not plausibly overcome a 0.09% round trip plus Hyperliquid's hourly funding on ~3.6-day holds.

Tóm tắt kết quả

A verbatim venue transfer of the factory's best Binance USD-M survivor: a long-short dual-timeframe momentum-confluence trend follower on BTCUSD.HYPERLIQUID requiring a 4H fast leg and a daily slow leg to agree, flat on disagreement, exiting on an ATR trailing stop or a daily regime flip.

Tóm tắt kết quả

Over 799 days and 4,787 4H bars it took 172 trades (80 long / 92 short) for -2.27% total return, Sharpe -0.137, profit factor 0.90, win rate 36.0%, max drawdown 10.97% and avg_trade_return_pct of -0.088% versus the 0.15% viability floor and a pre-registered +0.45%. Gross price PnL was only +$1,497 against $3,777 of commission and $4,487 of funding actually paid; regime attribution inverted the trend premise (stressed tercile -10.97%, Sharpe -1.34).
Báo cáo chiến lược

Stratmill là công cụ nghiên cứu và giao dịch thử nghiệm (paper trading), không phải lời khuyên tài chính hay một nhà môi giới. Kết quả kiểm thử ngược và giao dịch thử nghiệm chỉ mang tính giả định. Giao dịch tiềm ẩn rủi ro thua lỗ.