ftd with borrow rate spike
What it checks
When the cost to borrow a stock spikes AND the stock is failing to deliver shares at the same time, both independent stress signals point to continued downside.
Mechanism
Borrow-rate spikes signal that shorts are paying up to maintain conviction; FTDs confirm that supply pressure is hitting the settlement system. The joint fire is rarer than either signal alone and historically associated with sharper declines in the 10-20d horizon.
Signal rule
borrow_rate_pct z>=1.5 (or 2.0) over 60d baseline AND FTD present within trailing 3d -> SHORT on T+1, hold 5/10/20d.
Data dependencies
daily_pricesAdjusted-close OHLCV for every US-listed ticker; primary price feed.
sec_fail_to_deliver_dailySEC fail-to-deliver daily ZIP archives normalized by settlement date and ticker.
stock_borrow_ratesDaily borrow-fee curve from prime-broker feeds.
Expected edge
- Paper alpha
- -1.5-3% over 10-20d (joint signal)
- Paper window
- T+1 to T+20d
Independent-signal triangulation; internal target -1.5-3% over 10-20d on joint fires.
Related families
borrow rate spikeShort-FlowWhen the cost to borrow a stock spikes, it signals either (a) shorts have HIGH conviction despite paying premium — bearish continuation — or (b) utilization is hitting recall risk — bullish squeeze setup. Two readings: Z-SCORE BREAKOUT (borrow fee z > +2 vs 60d baseline → short the stock) and SQUEEZE TRIGGER (borrow fee at extreme AND price reverses up → long the squeeze). Sourced from `stock_borrow_rates` (iborrowdesk daily, ~1y depth).
ftd persistence signalShort pressureShort-sellers are informed traders; persistent FTD pressure (consecutive settlement days with positive daily fails) screens out routine market-making and predicts continued underperformance. Streak length proxies depth of short conviction.
borrow ftd squeezeShort-FlowBeschwitz, Honkanen & Schmidt (2024) JFE "Costly Arbitrage and the Short-Squeeze Premium." Novel finding: when all three short-side stress signals fire simultaneously — top-decile borrow-rate Δ, Reg-SHO threshold inclusion, and elevated FINRA short-volume ratio — the next 5 trading days mean-revert sharply higher. The 3-table confluence is what makes this distinguishable from generic short-interest crowding. Reported: 18% annualised, Sharpe 1.6 post-cost, 5-day hold, LONG-only.
ftd threshold listShort-FlowThe SEC's Threshold Security List names securities with 5+ consecutive settlement days of failures-to-deliver ≥ 10,000 shares AND ≥ 0.5% of shares outstanding. Inclusion signals persistent FTD pressure (aggressive shorts that can't locate borrow) and triggers Reg SHO close-out within 13 settlement days — historically tied to above-average squeeze risk 1-4 weeks post-inclusion. We trade two variants: continuation SHORT on first-time inclusion with weak price action, squeeze LONG on sustained inclusion + reversal cue.
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