Strategies
BTC Perp Funding-Regime Persistence Directional (Single-Instrument USD-M, Daily, Long-Short, Smoothed-Funding-Sign Structural Carry)
Outcome: Abandoned
BtcFundingRegimePersistenceDirectionalLS
Outcome Summary
BtcFundingRegimePersistenceDirectionalLS tried the slow, symmetric form of a funding-carry edge: hold BTC long or short according to the durable multi-week smoothed funding regime, flipping rarely, to harvest a structural positioning drift while diversifying a long-heavy book. It was engineered cleanly and was genuinely fee-immune as intended, and it did go net short in 2022 as designed, but the premise was falsified — CAGR of 0.56% over 6.5 years, a Sharpe of 0.08 with a CI through zero, negative alpha against a highly correlated buy-hold, and a +27% headline return that was entirely an artifact of two or three outlier days. The analyst abandoned it at the backtest-review gate on its second iteration, judging it a worse-than-passive closet-long rather than a diversifier and concluding the smoothed funding sign does not lead forward BTC price. It was filed alongside the session's other funding-as-directional-signal failures (settlement-reversion, extreme-momentum, extreme-contrarian) as further evidence the signal carries no exploitable directional edge on a single instrument.
Hypothesis
Implementation
Long-short single-instrument BTCUSDT.BINANCE USD-M perpetual daily strategy that trades the durable funding REGIME. It smooths the 8h funding rate over a trailing 14-day window and holds long when the smoothed funding is above a small deadband (persistent long-demand regime), short when below the negative deadband (capitulated/over-shorted regime), and flat in between, flipping only when the regime flips. Funding is a signal only (never credited as cash flow); all P&L is price-based. Low turnover, symmetric (can go net short in bears). OHLCV + funding only, leverage 1.0. Two-three tunable parameters: funding_smooth_days, deadband, position_pct.
Verification Results
Verification failed (Layer 3 — sandbox backtest): No trades produced Bar type used: BTCUSDT.BINANCE-1-DAY-LAST-EXTERNAL, Bars processed: 2330 Diagnostics: should_enter() returned a side 0 times over 2326 evaluated bars -> your ENTRY CONDITION never triggered. Loosen the entry logic / thresholds. Ensure your strategy produces trades with the given data and parameters.
Backtest Review
- Sharpe
- 0.08
- Total return
- 27.47%
- Max drawdown
- 38.20%
- Trades
- 28
- Win rate
- 50.0%
- Profit factor
- 1.06
Clean low-turnover design (28 trades, 1.03% commission of gross — genuinely fee-immune as intended); single-instrument USD-M path with no structural blockers; decent capacity ($60.5M)
Symmetric long-short structure did go net short in 2022 as designed (7 shorts)
No edge: CAGR 0.56% over 6.5 years (flat), Sharpe 0.08 with CI -0.96 to +0.61 (straddles 0), PF 1.06 (breakeven) — smoothed-funding sign does not predict forward BTC price
NEGATIVE alpha (-0.042) with 0.82 correlation to buy-hold — a worse-than-passive closet-long, not a diversifier
Extreme outlier dependence: return_kurtosis 485, skew 17.4, tail_ratio 0.027 — the entire +27% return rests on ~3 days (2024-08-17 +21.8%, 2021-06-23 +16.3%, 2023-08-31 +10.7%); strip them and it's negative
Negative in 3 of 7 years (2020 -13%, 2022 -19%, 2026 -10.7%), max DD 38%, recovery factor 0.15
Too sparse to optimize: 28 trades = ~9 per walk-forward window, guaranteed noise-fit
Outcome Summary
Using the smoothed funding-rate sign as a slow directional regime signal on a single crypto major produces a near-zero-Sharpe, negative-alpha closet-long whose tiny headline return is carried entirely by a handful of extreme-kurtosis outlier days — durable funding regime does not lead forward price in a tradeable way, joining the broader funding-as-directional-signal family that has repeatedly shown no exploitable edge on a single instrument.
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: the smoothed-funding sign simply does not predict BTC's forward price direction (a premise failure, not a tuning problem), no deadband/smooth-window setting can manufacture an absent edge, and 28 trades (~9 per walk-forward window) would only fit noise.
A long-short, single-instrument, low-turnover directional strategy on BTCUSDT.BINANCE USD-M daily perpetual futures that used the multi-week SMOOTHED funding rate as a structural regime signal (signal only, never as carry) — holding long when smoothed funding was durably positive, short when durably negative, and flat in a deadband near zero, flipping only when the regime itself flipped — to capture a slow carry-momentum edge that could go net short through bears and diversify a long-heavy portfolio.
Over just 28 trades in 6.5 years it was genuinely fee-immune (1.03% commission of gross) but had no edge: CAGR 0.56% (flat), Sharpe 0.08 with CI -0.96 to +0.61 (straddling zero), profit factor 1.06, NEGATIVE alpha -0.042 with 0.82 correlation to buy-hold, 38% max drawdown, negative in 3 of 7 years, and extreme outlier dependence (kurtosis 485, skew 17.4) with the entire +27% total return resting on ~3 days.
Backtest and paper results are hypothetical. Trading involves risk of loss.