Moving average crossover strategiesBeginner

Golden cross, EMA crosses and why filters matter.

The idea

When a faster moving average crosses a slower one, the short-term trend has turned. The golden cross (50 over 200, daily) is the famous long-term version; 9/21 EMA crosses are a common short-term one.

The rules

Buy when the fast average crosses above the slow one.
Exit or reverse on the opposite cross.
Short-term versions usually add a trend filter (only long above the 200 EMA) and a fixed stop and target.

Variations traders use

Different lengths, exponential vs simple averages, and requiring price to also close above both averages.

What testing shows

Long-term crosses produce very few trades, so results depend on a handful of big trends. Fast crosses produce many trades and are often eaten by costs and whipsaws in ranges.

What it looks like on a real chart

Picked automatically from the backtest on real data: the latest winner and the latest loser. The numbered circles are the steps of the rules, in order. Losers are part of every strategy.

Winner +1.96REUR/USD · 1h · 2026-11-03 · Long

Loser -1.05REUR/USD · 1h · 2026-11-03 · Long

How WickCheck tests it

Buy when the 9 EMA crosses above the 21 EMA and price is above the 200 EMA. Sell when the 9 EMA crosses below the 21 EMA and price is below the 200 EMA. Stop at 1.5x ATR. Target 2R.

Test it on real data

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Full results on 5 markets: Moving average crossover strategies.

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Education only, not financial advice. Definitions vary between teachers; these are ours, written for clarity.