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BACKTESTING · ROC MOMENTUM

ROC Momentum Backtest in Crypto: Fees, Slippage and Break-Even Costs

Rate of change measures the percentage move over N bars. A momentum rule on it buys strength — and pays when strength fades quickly.

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

Short answer

ROC(N) = (close ÷ close N bars ago − 1) × 100. A momentum rule buys when ROC crosses above a threshold (or zero) and exits when it falls back. Momentum rules trade less often than reversals and hold longer, so costs matter less per trade, but whipsaws around the threshold add up. Test N and the threshold as a grid, compute break-even cost, and check how much profit comes from the few largest trends.

Break-even cost

ItemValue (illustrative)
Trades85
Gross avg per trade+0.95%
Fees (2 × 0.05%)−0.10%
Slippage (2 × 0.04%)−0.08%
Net avg per trade+0.77%
Break-even round-trip cost0.95%
Roc Momentum: edge vs cost per trade (%)Roc Momentum: edge vs cost per trade (%): Gross edge 0.95 %; Fees 0.10 %; Fees + slippage 0.18 %.ROC MOMENTUM: EDGE VS COST PER TRADE (%)Gross edge0.95 %Fees0.10 %Fees + slippage0.18 %
Edge per trade versus cost per trade. Original ChartsPod editorial graphic.

Profit concentration

TradesShare of total profit (illustrative)
Top 582%
Next 2041%
Remaining 60−23%
Illustrative profit share (%)Illustrative profit share (%): Top 5 trades +82 %; Next 20 +41 %; Remaining 60 -23 %.ILLUSTRATIVE PROFIT SHARE (%)Top 5 trades+82 %Next 20+41 %Remaining 60-23 %
Momentum results rest on a few large trends. Original ChartsPod editorial graphic.

Conclusion

Related: TRIX Momentum Backtest in Crypto: Fees, Slippage and Break-Even Costs, Volume Breakout Filter Backtest in Crypto: Fees, Slippage and Break-Even Costs.

Backtest the roc momentum rule with costs in ChartsPod.

Open the ChartsPod terminal

Test N and the threshold as a grid, compute break-even cost, and check how much profit comes from the few largest trends.

Test ROC Momentum Backtest in Crypto on a perpetual chart; no account is needed to chart.

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Questions readers ask

What is ROC?

Percentage change over N bars.

Why does profit concentrate?

Momentum captures a few big trends and many small losses.

How do I test robustness?

Grid of N and threshold; remove the top trades.

Sources and methodology

Backtest cost logic follows TradingView's Pine Script strategy documentation; indicator definitions are standard. All performance numbers are illustrative examples of the method, not results of real tests.

  1. TradingView Pine Script: Strategies — simulated fills and assumptions.
  2. TradingView Pine Script: Repainting — live vs historical calculation.
  3. ChartsPod documentation — guides for order flow, derivatives, alerts, backtests, journal and workspaces.

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.