InsidersTradesSigma
Quantitative Signals & Scoring
The rate at which a portfolio or signal recovers to its previous peak after experiencing a drawdown, measured as the number of periods or time required to restore equity above the high-water mark.
Drawdown Recovery Speed is a critical risk-adjusted performance metric in insider-trading and quant scoring systems, as it quantifies the resilience of a strategy or insider signal after adverse market moves or false positives. Fast recovery indicates a high-conviction, sustainable edge, whereas prolonged drawdowns suggest signal decay, regime shift, or insufficient position sizing. In multi-signal platforms, recovery speed serves as a dynamic weighting component, adjusting portfolio allocation toward strategies demonstrating rapid mean reversion and momentum recapture.
In the context of insider-activity scoring, drawdown recovery speed helps distinguish between structural alpha (insider signals with cyclical noise) and transient noise (market microstructure, order imbalance). Platforms compute rolling recovery duration, the ratio of recovery time to drawdown depth (Recovery Factor), and conditional recovery probability under various volatility regimes. Faster recovery correlates with higher information coefficient and reduced look-ahead bias, making it a preferred diagnostic for signal quality and predictive stability across market cycles.