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How to analyze a strategy's expectancy

A strategy's expectancy is the average profit or loss per trade after costs, over many trades. This guide covers how to analyze it — breaking it down into the metrics that actually matter — with the signals to watch, where to find them, and the mistake to avoid.

What a strategy's expectancy is

A strategy's expectancy is the average profit or loss per trade after costs, over many trades. Learning to analyze it is about breaking it down into the metrics that actually matter.

The signals that matter

When you are analyzing a strategy's expectancy, these are the concrete signals to focus on:

  • Win rate combined with average win/loss size
  • Costs (fees, slippage) dragging results
  • A large enough sample to trust
  • Big winners offsetting many small losers
  • Negative expectancy hidden by a high win rate

Where to look

You will mostly observe a strategy's expectancy in your trade journal and the math of wins, losses, and costs. To analyze it, go straight to these sources rather than relying on chat or hype.

To analyze it: the steps

  1. Gather the specific metrics that actually drive it.
  2. Put each metric in context (ratio, baseline, trend).
  3. Cross-check metrics against each other for confluence.
  4. Draw a conclusion that the data — not the narrative — supports.

The mistake almost everyone makes

Watch out — The classic error: judging a strategy by win rate instead of expectancy after costs.

Turning the read into action

Spotting it is only half the job — acting on it under time pressure is the other half. The conditions around a strategy's expectancy can change in seconds, which is why many traders pair their own reads with real-time alerts that watch continuously and ping the moment something lines up.

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