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A yellow pixel combine harvester rolls right across a field of gold coins, leaving purple harvested stalks behind it.A yellow pixel combine harvester rolls right across a field of gold coins, leaving purple harvested stalks behind it.A yellow pixel combine harvester rolls right across a field of gold coins, leaving purple harvested stalks behind it.A yellow pixel combine harvester rolls right across a field of gold coins, leaving purple harvested stalks behind it.
In PaperFHV

Crypto Funding Harvest

FHV · Funding-Rate Harvest (Round 1)

Delta-neutral cash-and-carry funding harvest

The program's first mechanical (not structural) failure. The funding premium is real and wildly significant — placebo 95th percentile 0.003, ~13%/yr gross. The literal rebalance rule fails 4/8 gates on whipsaw transaction-cost drag. A re-pre-registered hold-continuous rule is now in a fresh paper window.

Category
Carry (crypto)
Window
Locked OOS 2024-04 → 2026-06 (115 weekly obs)
Instruments
BTC, ETH, SOL (spot long + perp short)
Timeframe
Daily rebalance, weekly evaluation
Tested
2026-06-21

Measured equity history

Recorded directly from the chronological test ledger.

812 points

Shown in the backtest's native equity or cumulative P&L units. It is not scaled to an investment amount because the published artifact does not provide a defensible capital denominator.

1.27Profit factor
-1.25Sharpe
-7.0%Max drawdown
52.2%Win rate
115 weekly observationsSample
4/8Gates passed
FAILPlacebo

How it works

  1. The bet

    What market behavior this strategy is wagering on.

    It wagers that perpetual-swap funding stays persistently positive, so a delta-neutral book — long spot BTC/ETH/SOL, short the matching Hyperliquid perp — collects ~13%/yr of funding while net price exposure cancels out.

  2. How it decides

    What makes it enter, size, and exit a position.

    It holds long-spot against short-perp on each coin, rebalances daily to stay delta-neutral, and uses a 50-bps funding threshold to decide whether each leg is in or out, exiting whenever daily funding briefly dips below it.

  3. How it can break

    The regimes and failure modes that turn the edge negative.

    The premium is real but the literal rule dies on whipsaw cost drag: the threshold sits far below mean funding, so brief funding dips trigger exit-and-re-enter churn of 36–62 round trips a year that burns ~8–9%/yr, turning +13% gross into +1.9% net.

Explainer compiled 2026-06-28 · opus-4.8

Market context

Live chart

Context only · not backtest evidence

Chart powered by TradingView. Live prices can differ from the point-in-time dataset used in the published test.

🤖 Install with AIA portable skill file any LLM can run — verdict, config and risk controls baked in.
Download .mdPreview

Deployment guides

Step-by-step setup for this strategy, by broker.

Deploy on HyperliquidHyperliquid web/API
Deploy on BinanceBinance API

The first failure that wasn’t a no-edge

For the first time in the program, a strategy failed its gates without failing for lack of an edge. The delta-neutral funding harvest — long spot (BTC/ETH/SOL), short the Hyperliquid perp, collect funding while staying market-neutral — sits on a premium that is real and statistically overwhelming. Funding is positive 75–87% of hours, averaging +13–15%/yr gross, and the placebo is decisive: real PF 1.267 vs the random-permutation 95th percentile of 0.003, with 0% of 500 shuffles matching it.

And yet, run on its pre-registered literal rule over the locked out-of-sample window, it fails 4 of 8 gates.

Gate scorecard — 4 / 8 (literal rule)

Gate Threshold Result Pass
G1 weekly OOS obs ≥ 60 115
G2 PF net of costs ≥ 1.20 1.267
G3 Annualized Sharpe ≥ 0.6 −1.25
G4 Max DD ≤ 8% −7.0%
G5 Block-bootstrap LB Sharpe > 0 −1.54
G6 Placebo: real PF > p95 beat 1.267 vs 0.003
G7 DSR / PSR(SR>0) > 0.95 0.847
G8 2× cost stress PF > 1.0 0.494

Mechanical, not structural

The placebo result is the tell — the edge is not the problem. The strategy fails on whipsaw transaction-cost drag. The pre-registered 50-bps threshold sits ~25× below the ~1,300-bps mean funding, so it never gates entries; it only triggers exits every time daily funding briefly dips, then re-enters the next day:

Coin Transitions/yr % time in position
BTC 36.4 89.7%
ETH 58.9 84.5%
SOL 61.6 72.9%

At ~0.26% per round-trip, 36–62 round trips/yr burns ~8–9%/yr — turning a +13% gross premium into +1.9% net, below the 5% USDC risk-free. A diagnostic shows the same hypothesis held without churn (30-day-mean hysteresis) would clear all eight gates with Sharpe 2.6 and sub-1% drawdown — but reading that off the same window would be exactly the data-snooping the program forbids. This OOS window is now burned for the corrected rule.

Why it’s in the paper window, not retired

This is the disciplined disposition the framework is built for: a genuine, placebo-confirmed premium underneath a mis-specified execution rule earns “proceed to Round 2,” not “retired.” The corrected hold-continuous / hysteresis rule is being evaluated on a fresh, untouched window (forward-only or 60+ days of live paper trading) before any capital. Indicative Round-2 expectation: ~8–10%/yr net at ~2% vol — a cash-plus, low-risk Sharpe play, not a moonshot.

Verdict: PAPER (Round 1 failed, edge confirmed). The funding premium is real and statistically overwhelming; the pre-registered rule churns it away on costs. A re-pre-registered hysteresis rule is in a fresh paper window — capital waits for a clean pass.

Charts & evidence

Funding harvest locked-OOS equity, literal rule
The pre-registered literal rule on locked OOS: +1.7%/yr at 2.5% vol — below the 5% USDC risk-free, hence the negative Sharpe despite PF > 1.
Funding harvest placebo distribution
The tell: real PF 1.267 vs placebo 95th percentile 0.003 — 0% of 500 sign-shuffled placebos match. The funding edge is wildly significant.
Rebalance-rule diagnostic comparison
The same edge, held without churn: a 30-day-mean hysteresis rule reaches Sharpe 2.6, DD <1% — a new hypothesis for Round 2, not a pass on this burned window.
Per-asset attribution
BTC carries the book (PF 2.10); ETH ~flat; SOL net-negative under the literal rule.

Frequently asked

Is the crypto funding-rate harvest a real edge?

Yes — the underlying premium is real and statistically overwhelming. In the delta-neutral cash-and-carry setup (long spot, short perp), funding is positive 75–87% of hours and averages +13–15%/yr annualized across BTC, ETH and SOL. The placebo test is decisive: the real profit factor of 1.267 beats the random-permutation 95th percentile of 0.003, with 0% of 500 sign-shuffled placebos matching it. This is the first edge in the program that is not a structural no-edge result.

Why did the funding harvest fail its gates if the edge is real?

Whipsaw transaction-cost drag — a mechanical, not structural, failure. The pre-registered 50-bps threshold sits about 25× below the ~1,300-bps mean funding, so it never gates entries; it only triggers exits every time daily funding briefly dips, then re-entry the next day. At 36–62 round trips per year and ~0.26% per round-trip, that churn burns ~8–9%/yr, converting a +13% gross premium into +1.9% net — below the 5% USDC risk-free rate, hence the negative Sharpe despite PF > 1.

What happens next with the funding harvest?

A Round-2 re-pre-registration. A diagnostic shows the identical economic hypothesis expressed without churn — a hysteresis rule on 30-day-mean funding — would clear all eight gates with large margin (Sharpe 2.6, drawdown <1%, cost-robust to 2×). But swapping the rule and re-reading the same window would be data-snooping, so the 2024-04→2026-06 window is now burned. The corrected rule must be evaluated on a fresh, untouched window or via 60+ days of live paper trading before any capital.

Methodology: 11-gate validation — pre-registered spec, 8-gate battery, real market data. Full reproducible report: research/hyperliquid_funding/REPORT.md in the source repository.Author: Validated Research Team (Methodology v1.0 — 11-gate validation). Backtests are not investment advice.