Strategies
High-Funding-Alt Cash-and-Carry — Delta-Neutral Long Spot / Short Perp, Funding-Gated Harvest on a Crowded-Long Altcoin (DOGEUSDT.BINANCE_SPOT + DOGEUSDT.BINANCE, 3-Parameter, Market-Neutral)
Outcome: Abandoned
DogeCashAndCarryFundingHarvestNeutral
Outcome Summary
DogeCashAndCarryFundingHarvestNeutral tried to turn a crowded meme alt's rich perpetual funding into delta-neutral income by holding long DOGE spot against a short DOGE perp, deliberately choosing DOGE because majors' funding had compressed to near zero. But the strategy was liquidated in February 2021: the short perp leg's loss during the DOGE squeeze exhausted its futures margin while the long-spot leg in a separate margin pool could not offset it, wiping the account for a -100% return on just 5 entries at -2.65% per trade. The analyst abandoned it at backtest review, ruling this a structural risk of concentrated single-alt carry rather than a bug — the crowding that makes the funding rich is exactly what squeezes and liquidates the short leg — with over-leverage (133% position) compounding it and no net edge to size into. It was abandoned after 1 iteration before optimization, analysis, or risk review.
Hypothesis
Implementation
Verification Results
Only 8 trades/323d, 3-5 entries/yr in compressed-funding recent regime — 15-day holdout very likely empty, OOS sparse (developer concedes this).
total_return -0.27% (flat) despite +3.9% realized per-trade, dragged by end_unrealized_pct -8.43%; DOGE carry marginal in recent regime.
-8.43% end-unrealized on a delta-neutral book is most likely the open spot leg shown in isolation (two-account MTM); confirm total_return nets both legs and perp short isn't margin-starved.
Minor orphan-leg re-entry delay / possible duplicate perp exit; no delta-neutrality impact.
Backtest Review
- Sharpe
- 0.64
- Total return
- -100.00%
- Max drawdown
- 100.00%
- Trades
- 10
- Win rate
- 60.0%
- Profit factor
- 1.15
Funding is credited by the engine so the carry income is real; correctly-conceived same-asset spot/perp structure; targets under-represented spot/market-neutral buckets
LIQUIDATED (2021-02-15): total_return -100%, max_drawdown 100% — the 'delta-neutral' book blew up when the short-perp leg's loss during the Feb-2021 DOGE squeeze exhausted futures margin (separate spot/perp margin pools, no cross-offset)
Structural, not fixable: concentrated short-perp carry on a crowded meme alt gets squeezed by the very crowding that creates the rich funding
Over-leveraged: per_leg_frac 0.85 but avg_position_pct 133% — no margin buffer
Negative per-trade edge and tiny sample: avg_trade_return_pct -2.65%, only 5 entries / 10 legs; account died Feb 2021 so no recent-regime evidence (funding_events_available 678)
return_kurtosis 131 / skew 7.5 and the +107% 2021-02-26 print are blow-up/post-liquidation artifacts, not edge
Outcome Summary
A cash-and-carry is only delta-neutral in PnL, not in margin — spot and perp sit in separate margin pools, so a short-perp leg on a crowded meme alt can be liquidated by the very squeeze that produced its rich funding before the carry ever pays off; lowering leverage delays but does not remove that fragility.
The analyst abandoned it at backtest review: despite funding income being real and credited, the nominally delta-neutral book blew up because the short DOGE perp leg's mark-to-market loss during the Feb-2021 squeeze exhausted futures margin faster than funding accrued, and the long-spot leg sits in a separate margin pool that cannot offset it — a structural fragility of concentrated single-meme-alt cash-and-carry (the crowding that creates rich funding is what squeezes the short leg), not a fixable code bug, with no positive edge demonstrated.
A delta-neutral cash-and-carry on a single high-funding altcoin (3 parameters) that held long DOGE spot and short an equal-notional DOGE USD-M perp to harvest the perpetual funding that crowded longs pay, gated on a smoothed annualized funding threshold — targeting a meme alt specifically because its funding runs far richer than the compressed majors.
The credited-funding backtest (DOGE spot + perp 8H, 602 data days) blew up: the account was liquidated on 2021-02-15 with total return -100% and max drawdown 100%, on only 5 entries / 10 legs with a negative avg_trade_return_pct of -2.65%. It was over-leveraged (per_leg_frac 0.85 but avg_position_pct 133%, no margin buffer), and the flattering tail stats (kurtosis 131, skew 7.5, a +107% print on 2021-02-26) were blow-up/post-liquidation artifacts.
Backtest and paper results are hypothetical. Trading involves risk of loss.