Evidence
What a backtest cannot tell you
A tidy equity curve is a story about the past, with the messy parts often left out.
16 Oct 2026, 09:00 UTC • 8 min
A backtest asks a narrow question: if these rules had been followed on these past prices, what would the arithmetic have been. It is useful. It is not a tour of the future.
It cannot feel the spread you will actually be quoted, unless you put a realistic spread in. It cannot feel the hesitation that skips the uncomfortable trades and takes the pretty ones. It cannot feel a news spike that fills you worse than the bar's low. If those are missing, the curve is a ceiling, not a forecast.
Watch for the rules that were added after the author saw the chart. A filter that exists to hide one ugly month is not a filter. It is a memory. Honest testing decides the rules first, then looks.
Use a backtest to reject ideas that do not survive their own costs. Do not use it as a promise that the next month will rhyme. Forward practice, with the spread written down, is the next piece of evidence. It is slower, which is why people skip it.
AcademyTrade is education. It is not a broker, not investment advice, and not a promise that you will make money. Trading can lose the money you deposit.
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