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RISK · LOSING-STREAK RULE

Losing-Streak Planning in Crypto: When the Common Rule Produces a Misleading Result

Losing-streak probabilities usually assume trades are independent. In real markets, losses cluster in bad regimes, so long streaks are more likely.

By ChartsPod Editorial Team · Reviewed by ChartsPod Research
Published · Updated · 5 min read

Short answer

Standard streak maths (e.g. ≈ 49% chance of 8+ losses in 100 trades at a 40% win rate) assumes each trade is independent. When a strategy suits some regimes and not others, losses cluster: during a bad regime the effective win rate might be 25%, where 8+ losses in a row become far more likely. Plan risk for clustered streaks — test streak lengths on your own history, not only the formula.

Worked example

StepValue
Independent, 40% win rateP(≥8 in 100) ≈ 49%
Bad regime, 25% win rateMuch higher
ClusteringLosses come together
PlanUse observed streaks
Cost per lossRisk + fees
Illustrative longest streak in 100 tradesIllustrative longest streak in 100 trades: Independent model 7 trades; Observed (regime-dependent) 11 trades.ILLUSTRATIVE LONGEST STREAK IN 100 TRADESIndependent model7 tradesObserved (regime-dependent)11 trades
Clustering lengthens streaks. Original ChartsPod editorial graphic.

Planning

Streak planningStreak planning: Formula as a floor; Observed streaks from history; Regime filter; Risk per trade; Review trigger.STREAK PLANNINGFormula as a floorObserved streaks from historyRegime filterRisk per tradeReview trigger
Assume worse than independent. Original ChartsPod editorial graphic.

Probability table: Losing-Streak Planning: A Worked Crypto Example With Fees Included.

Conclusion

Related: Losing-Streak Planning: A Worked Crypto Example With Fees Included, Maximum-Drawdown Reviews in Crypto: When the Common Rule Produces a Misleading Result.

Plan the same calculation with ChartsPod's position planner.

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Standard streak maths (e.g.

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Questions readers ask

Are losing streak probabilities accurate?

They assume independence; reality clusters.

Why do losses cluster?

Regimes change a strategy's win rate.

How should I plan?

Use observed streaks and a margin.

Sources and methodology

Arithmetic uses standard sizing formulas. Fee rates (0.05% taker, 0.02% maker), slippage and funding values are illustrative; check your venue's schedule. Liquidation figures are simplified approximations; exchanges calculate them with their own maintenance-margin rules (see Bybit's documentation).

  1. Bybit: Liquidation process — mark price and margin modes.
  2. ChartsPod: product overview, pricing and FAQ — free terminal, venues, modules, no order placement; checked 17 Oct 2026.

This article explains research tools and workflows. It is not financial advice, does not recommend buying or selling any asset and does not predict prices. Crypto derivatives carry a risk of rapid and total loss of margin.

CHARTSPOD EDITORIAL EDITION · RESEARCH AND EDUCATION ONLY · NOT FINANCIAL ADVICE.