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Learning path Silver Repeatable method

Profit factor

Gross profit ÷ gross loss — aggregate system efficiency, read with drawdown.

Who this is for — Traders watching only monthly P&L. PF answers: for each dollar lost in stops, how many gross dollars does the system generate?

Profit factor (PF) = gross profit / gross loss over a sample. Macro metric (whole period), complement to per-trade expectancy.

In plain terms — Two piles: money collected vs money burned. PF > 1 = more collected than burned — but not enough alone.

PROFIT FACTOR (L'EFFICIENZA AGGREGATA) 15K PROF. LORDO 10K PERD. LORDA 1.5 PF Se < 1 perdi. Se > 1 guadagni. Se > 1.5 hai un sistema professionale scalabile.
PF < 1 loss; 1.5–2 robust zone; > 2.5 verify sample. Select a point to explore.

Indicative bands

PF Interpretation
< 1.0 Losing system
1.0 – 1.3 Thin margin — fragile
1.5 – 2.0 Typical professional zone
> 2.5 Verify sample and outliers

Mandatory context

High PF with unsustainable max drawdown = accounting illusion. Always PF + DD + sample size.

Typical mistake — PF 5 on 20 trades with one +10R outlier — not generalizable.

Example — 6 months: +$12,000 gross, −$6,000 gross → PF = 2.0. Max DD −8% → live candidate after forward test.

Summary sheet

  • Formula: gross profit / gross loss.
  • Min sample: 50–100+ trades.
  • Pair: expectancy + max DD.

Silver path — Metrics module. Index: Silver path.