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Beating buy-and-hold is the only test that counts. A rule returning 8% a year looks fine until the benchmark returned 10% while you did nothing.

Win rate is the least useful number here. A rule can win 70% of its trades and still lose money, if the losses are larger than the wins. Profit factor and worst fall matter more.

Every result already pays costs — commission, the spread crossed on each trade, and slippage. Backtests that skip those look far better than reality.

This is history, not prediction. One asset, one period. A rule that won here can lose next year.