Chapter 6 of 9

Performance metrics

Profit factor, expectancy, drawdown and Sharpe, and which ones to watch.

Once you have a sample of trades, from a backtest, forward test or your journal, a handful of numbers tell you whether the system works and how it behaves. Knowing which ones matter, and how they can mislead, is what turns a pile of trades into a decision.

Max drawdown: 6.0R120 sample trades · final result 71.9R
A sample of 120 trades. All the metrics below are calculated from this one curve.
MetricFormulaThis sampleRough guide
Win rateWins ÷ trades56%Only meaningful with average win and loss
Average win / lossTotal won ÷ wins; total lost ÷ losses1.86R / 1.00RShows the reward-to-risk you actually get
ExpectancyNet result ÷ trades+0.60RAbove 0 after costs; 0.2R+ is solid
Profit factorGross profit ÷ gross loss2.36Above 1 is profitable; 1.5+ is strong
Maximum drawdownLargest peak-to-trough fall6.0RMust be survivable at your risk per trade
Worst losing streakLongest run of losses6 tradesPrepare for longer in live trading
Return / volatilityAverage R ÷ standard deviation of R0.41Higher means smoother; the idea behind the Sharpe ratio

Which metrics to watch

  • Expectancy is the headline: is the system worth trading at all?
  • Maximum drawdown and worst streak tell you whether you can survive it, and how to size it. At 1% risk, a 12R drawdown is about 11%.
  • Profit factor is a quick sanity check that combines win rate and size of wins.
  • The Sharpe ratio (return relative to volatility, usually annualised) matters most when comparing systems or reporting to others.

How metrics mislead

  • Small samples: 20 trades can show almost any result by chance. Wait for 50–100.
  • Before costs: always calculate after spreads and commissions.
  • One big winner: check how the numbers look without your best trade.
  • Changing conditions: split results by year or by market regime to see if the edge is stable.

Key takeaways

  • Expectancy tells you whether a system is worth trading; drawdown and losing streaks tell you whether you can survive it.
  • Profit factor (gross profit ÷ gross loss) above 1.5 is strong; return relative to volatility shows how smooth the results are.
  • Use at least 50–100 trades, calculate after costs, and check results without the best trade.
  • Measure in R to compare systems across markets and account sizes.