Here, you tell the generator what "success" looks like. Instead of defaulting to "Net Profit," set the fitness to "Profit Factor" or "Sharpe Ratio." Target a minimum Profit Factor of 1.6 for the in-sample data.

Limit the indicators. Telling the generator to use "Every indicator" creates insanity. Pick 3-4 specific conditions (e.g., MACD + Bollinger Bands + Time). Check the "Inverse Logic" box to allow the EA to take contrarian trades.

If you want a plug-and-play EA, look elsewhere. But if you want to engineer an edge in the Forex market, Etasoft Forex Generator 7 remains one of the most powerful, underrated weapons in the private trader's toolkit.

If you are willing to spend 10 hours learning how to configure genetic algorithms, another 10 hours learning how to interpret Monte Carlo reports, and you have access to high-quality tick data, this tool is arguably the best $350-$500 you will spend (pricing varies by license).

Set the population size to 500 and generations to 100. Let it run overnight. You will see the "Max Drawdown" column shrink and the "Recovery Factor" increase as generations progress.