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Strategy #0000000088 · Intraday trading and price-volume reversal

VWAP deviation and mean reversion
Enter price, VWAP, trigger threshold, assumed reversion fraction and costs for a contrarian scenario.

VWAP is the volume-weighted average transaction price for a chosen session and is commonly used as an execution benchmark. Mean-reversion formulas fade deviations, while breakout strategies may take the opposite side. Volume distribution, session, price benchmark and closing auctions affect the anchor; VWAP is not fundamental fair value.

Beginner-friendlyAbout 8 minutesEvidence and practical analysis

Three ways in

Understand the story. Then inspect the risk.

Start with a familiar situation, check the payoff, then test how the numbers change.

The idea · in two minutes

What scenario return follows an assumed partial reversion toward VWAP?

VWAP is the volume-weighted average transaction price for a chosen session and is commonly used as an execution benchmark. Mean-reversion formulas fade deviations, while breakout strategies may take the opposite side. Volume distribution, session, price benchmark and closing auctions affect the anchor; VWAP is not fundamental fair value.

Enter price, VWAP, trigger threshold, assumed reversion fraction and costs for a contrarian scenario.

No live VWAP or tick replay is loaded; deviations may widen during a trend.

  • Signal inputEnter price, VWAP, trigger threshold, assumed reversion fraction and costs for a contrarian scenario.
  • Return scenarioNo live VWAP or tick replay is loaded; deviations may widen during a trend.

Illustrative research examples only. They are not live signals or a recommendation.

Variants · same family, different risk levers

Signals within a family use different assumptions.

Compare horizon, frequency and trend/fade interpretations.

Related strategyRelationshipWhat changesNew cost or risk
Base indicatorTechnical signalVWAP is the volume-weighted average transaction price for a chosen session and is commonly used as an execution benchmark. Mean-reversion formulas fade deviations, while breakout strategies may take the opposite side. Volume distribution, session, price benchmark and closing auctions affect the anchor; VWAP is not fundamental fair value.No live VWAP or tick replay is loaded; deviations may widen during a trend.
Confirmation versionMulti-indicator filterAdd trend or volume confirmation.Confirmation can delay entry.
Contrarian versionMean reversionFade extreme deviations.Can lose while a strong trend persists.

No live VWAP or tick replay is loaded; deviations may widen during a trend.

Read beyond the summary

References

Primary sources and research used to describe the strategy and its limits.

  1. 01Kakushadze (2016), 101 Formulaic Alphas (VWAP-related formulas)research