Velocity Decay
The progressive deceleration of price momentum — where the rate of change of a move slows down while price may still be advancing — indicating that a trend is losing energy and a reversal or stall is approaching.
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Explained Simply
Velocity decay is the observable signature of momentum exhaustion. It does not describe the reversal itself but the deterioration of the forces driving the move before the reversal occurs.
A stock printing new highs on shrinking candle bodies, declining volume, and a contracting MACD histogram is exhibiting velocity decay — the move is consuming more time and fewer participants to gain each additional basis point. Historically, velocity decay precedes the price peak by 15–45 minutes on intraday charts and by 1–3 sessions on daily charts.
The practical distinction: momentum (direction + magnitude) is a lagging description of what price has done. Velocity (rate of change of momentum) is a leading indicator of what momentum is about to do. Traders who only react to momentum reversals — waiting for price to confirm a top — consistently exit later than traders who monitor velocity decay as the primary signal.
Common velocity decay signatures:
- RSI divergence: price at new high, RSI lower than prior swing high
- MACD histogram contraction: histogram bars shrinking for 2+ consecutive candles during a rally
- Volume fade: volume declining on up bars, meaning each advance requires less conviction — a sign of distribution
- Candle body compression: bar bodies shrinking as price approaches a level, absorbing selling pressure
- Upper wick formation: candles forming significant upper wicks, where buyers push price up but sellers reclaim it before close
No single signal is reliable in isolation. Velocity decay is confirmed when 3 or more of these metrics deteriorate simultaneously during an ongoing move.
Velocity Decay vs. Price Reversal
Velocity decay and price reversal are related but distinct events. Velocity decay is the process; price reversal is the outcome. Velocity decay begins when momentum starts losing energy — candle bodies shrink, RSI diverges, volume fades. Price reversal occurs when sellers overwhelm buyers and price actually turns down.
The gap between onset of velocity decay and the eventual price reversal is the exit window. Exiting during velocity decay means selling into remaining buyers who are still pushing price up. Waiting for confirmed reversal means selling into sellers who have already overwhelmed buyers — often 0.5–2% lower than the velocity decay exit point on intraday charts.
For algorithmic systems, the goal is to measure velocity decay continuously and act on the composite score, not on any individual indicator reaching a threshold.
How to Use Velocity Decay
- 1
Recognize Velocity Decay
Velocity decay occurs when a trending stock's rate of price change slows over consecutive bars — each bar's move is smaller than the previous. The trend is still up (or down), but the energy is fading. This often precedes a consolidation or reversal.
- 2
Tighten Stops During Decay
When you detect velocity decay in a winning position, switch from a wide trailing stop to a tighter one (e.g., from 2x ATR to 1x ATR). This locks in more profit before the potential reversal that typically follows decay.
- 3
Don't Enter New Positions During Decay
If your scan shows a stock trending up but velocity is decaying, skip the entry. You'd be entering a trend that's losing momentum. Wait for either a new acceleration (velocity increasing again) or a pullback to a key level before entering.
Frequently Asked Questions
What is velocity decay in trading?
Velocity decay is the deceleration of price momentum — the rate at which a trending move is losing energy before it reverses. It is visible as narrowing candle bodies, RSI divergence, contracting MACD histogram, and volume fading on up bars. Velocity decay typically precedes the price reversal by 15–45 minutes on intraday charts, providing an early exit signal.
How is velocity decay different from a bearish divergence?
Bearish divergence (RSI divergence) is one component of velocity decay, but velocity decay is broader — it is the composite deterioration of multiple momentum metrics simultaneously. RSI divergence alone produces frequent false signals; velocity decay requires multiple metrics (RSI divergence, candle body compression, volume fade, MACD contraction) to deteriorate together before treating the exit signal as reliable.
Can velocity decay appear in downtrends?
Yes. In downtrends, velocity decay appears as decelerating selling pressure — the downside move is losing energy. This manifests as lower wicks on down bars (sellers pushing price down but buyers reclaiming it), RSI making higher lows while price makes lower lows (bullish divergence), and volume declining on down bars. Velocity decay in a downtrend signals potential mean reversion from the downside.
How Tradewink Uses Velocity Decay
Velocity decay detection is the core exit mechanism for all momentum-based trades in Tradewink. The system continuously scores 5 velocity metrics (RSI divergence severity, candle body contraction ratio, volume character, intraday ROC deceleration, MACD histogram trend) into a composite decay score from 0–12. A score of 7+ triggers an exit or scale-out regardless of proximity to the original target price. This approach exits into momentum rather than waiting for the reversal to be confirmed, which empirically captures a higher percentage of the available move.
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