Strategies
Cross-Venue Spot-Anchored Funding Carry: Long BTC Binance Spot vs Short BTC Hyperliquid Perp, Delta-Neutral (Harvest HL Hourly Funding Premium, Avoids the Broken USD-M Perp Leg, Low-Parameter)
Outcome: Abandoned
BtcCrossVenueSpotAnchoredFundingCarryHlShortDeltaNeutral1H
Outcome Summary
BtcCrossVenueSpotAnchoredFundingCarryHlShortDeltaNeutral1H tried the spot-anchored form of cross-venue funding carry — long Binance spot, short the HL perp — specifically to dodge the USD-M sizing defect while collecting Hyperliquid's hourly funding premium, gated by a scale-invariant relative z-score after absolute thresholds had produced zero trades in earlier attempts. The construction succeeded on every design goal: clean two-account sizing, genuine delta-neutrality, funding credited — but the economics did not, with fees at ~14% of gross overwhelming a BTC premium too thin to clear the round-trip, producing a loss in all 8 months (Sharpe -2.36, PF 0.70). The reviewer abandoned it as an honest no-edge result and the third identical BTC cross-venue funding-carry failure this batch, declaring BTC a dead target for the mechanism. The suggested path forward is a revise-hypothesis retry on a higher-funding-skew altcoin perp where the premium could actually exceed two-venue fees.
Hypothesis
Implementation
Cross-venue delta-neutral funding carry on BTC: LONG Binance spot (BTCUSDT.BINANCE_SPOT, CASH/leverage-1) hedged by an equal-notional SHORT on the Hyperliquid BTC perp (BTCUSD.HYPERLIQUID), both on 1-HOUR bars. The short HL perp harvests Hyperliquid's hourly funding premium; the spot long neutralises BTC delta. Entry is gated on the HL hourly funding rate being POSITIVE and ELEVATED relative to its own trailing distribution (rolling z-score >= entry_z over baseline_window_bars), smoothed across funding_lookback_hours. Exits when funding decays back toward its mean (z < exit_z) or turns non-positive after a minimum hold, when an adverse cross-venue basis move (perp richening vs spot) exceeds basis_stop_bps, or when max_hold_hours is reached. Few parameters to resist overfitting; 1H cadence accumulates many trades, avoiding HL daily-data sparsity.
Backtest Review
- Sharpe
- -2.25
- Total return
- -7.28%
- Max drawdown
- 7.74%
- Trades
- 66
- Win rate
- 50.0%
- Profit factor
- 0.69
Construction works as designed and dodges the USD-M defect: BINANCE_SPOT CASH long + HL perp short, both legs size cleanly (avg_position 22%, metrics_reliable=true), genuinely delta-neutral (beta 0.005), balanced 33 long / 33 short
Funding is read and credited; sound low-parameter relative-z gating
Loses money every month (Nov-2025 to Jun-2026, -0.15% to -4.14%); total_return -6.83%, Sharpe -2.36, Sortino -1.34, profit_factor 0.70, expectancy -$194/trade, PSR 0.0
Fees dominate the edge: commission_pct_of_gross 13.87% ($4.2k + $1.7k impact on 66 trades) — BTC HL funding premium net of ~0.29% two-venue round-trip is negative
Suspected leg-netting blip on the final bar (2026-06-23 -414% daily, kurtosis 122, skew -10.9) on a 'delta-neutral' pair (symptom only; end_unrealized -0.45% so not the driver)
No edge to optimize toward: tuning entry_z/exit_z cannot flip a fee-dominated bleed positive
edge > fees
8/8 months negative
majority positive
Outcome Summary
Cross-venue funding carry on BTC is genuinely delta-neutral and correctly sized but structurally unprofitable — the funding premium is smaller than the ~0.29% two-venue round-trip cost across all three constructions tried (z-scored perp-perp, APR perp-perp spread, and spot-HL) — confirming BTC is a dead target; the mechanism should only be revisited on a higher-funding-skew instrument where the premium exceeds fees.
The analyst abandoned it at the backtest-review gate, before optimization, because there is no edge after two-venue costs: BTC's HL funding premium net of the ~0.29% round-trip is negative, so it bleeds every month — and with the construction already correct (clean sizing, true delta-neutrality), the loss is structural rather than a tunable parameter, making it the third BTC cross-venue funding-carry construction this batch to fail identically.
A delta-neutral, cross-venue cash-and-carry harvesting Hyperliquid's hourly funding premium — a real BTC spot long on BINANCE_SPOT (CASH) against an equal-notional short on the HL BTC perp — deliberately placing the short on Hyperliquid (clean sizing) rather than the over-exposure-corrupted Binance USD-M perp, gated by a relative z-score on smoothed HL funding so it only deploys when carry is elevated.
It was a clean, consistent loser: -6.83% total return, Sharpe -2.36, Sortino -1.34, profit factor 0.70, expectancy -$194/trade over 66 balanced trades, losing in all 8 of 8 months — with fees dominating (commission_pct_of_gross 13.87%) — while the construction worked as designed: genuinely delta-neutral (beta 0.005), clean sizing (avg_position ~22%), metrics_reliable=true.
Backtest and paper results are hypothetical. Trading involves risk of loss.