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Jump Detection

By LuxAlgoJun 22, 2026

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Jump Detection is the definitive clean build of jump detection for everyday charts: each bar's log return is divided by a robust estimate of ordinary volatility and plotted as a Standardized Return in sigma units against dashed lines at ±3σ. Bars clearing it print Jump Markers and optional price-chart labels, and a dashboard splits recent variance into continuous and jump-driven parts.

How to Trade the Jump Detection?

  • Reading beyond ±3σ: the bar repriced beyond what its trailing benchmark calls ordinary - volatility estimates, band tags and stops spanning it deserve separate treatment.
  • Gap Jump alert: the open itself repriced beyond the threshold from the prior close, so price skipped the levels between - where a stop could not have filled.
  • Jump Share of Variance climbing: the dashboard shows variance arriving in lurches rather than steady churn.

An isolated dislocation stands out sharply while a sustained stretch of large bars lifts the benchmark and stops being flagged. Four alerts cover up, down, either-direction and gap jumps - useful pause triggers for the volatility toolkit.

Jump Detection Settings

  • Volatility Lookback (default 20): trailing bars behind the benchmark, ending on the prior bar so the tested bar never inflates its own yardstick.
  • Volatility Estimator (default Bipower Variation): the robust scale for standardizing; Median Absolute Deviation and Standard Deviation are the alternatives.
  • Jump Threshold (σ) (default 3): sigma multiple a return must exceed; raise toward 4-5 on noisy intraday data.
  • Mark Jumps on Chart (default on): labels jumps on the price chart with magnitudes.
  • Show Dashboard (default on): the variance-decomposition panel.
  • Gradient Fill (default on): style toggle for the zero-to-value fill.

Frequently Asked Questions

Free on Vela

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  • Up to 500 strategy alerts, with webhook automation
  • Up to 10× the chart history of Free
  • Orderflow lookback up to full history
  • Up to 100,000 monthly credits for Quant to customize it
  • Futures data alongside crypto, stocks, forex and commodities
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Original indicatorBuilt in-house by LuxAlgo

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