Does the EMA 12/26 cross strategy work?

We coded the ema 12/26 cross to exact mechanical rules and ran it on june 1, 2025 – june 1, 2026 (12 months) of real data with fees on. No discretion, losers published as losers. Here is the verified result.

Secuora Verification

Verified Result

26/ 100
Weak / Unverified

Weak: the mechanical version barely cleared, or failed to clear, the fee hurdle.

Markets tested
4
Markets profitable
0 / 4
Total trades
916
Win rate
31.0%
Profit factor
0.65
Avg net P&L
-49.5%
Avg max drawdown
51.2%
Best market
ETH -16.6%
MarketTFTradesWinPFMax DDNet
ETH1h25233.7%0.9018.4%-16.6%
BTC1h24829.4%0.6948.3%-46.8%
Gold (PAXG)1h20127.4%0.5264.5%-61.1%
EUR (EURUSDT)1h21533.0%0.4073.7%-73.4%
How the SVS 26 breaks down ▾
Edge (profit factor)
2.1 / 35
Robustness (markets)
0 / 20
Sample size
19.7 / 20
Drawdown control
2.2 / 15
Consistency
1.9 / 10

12 months of real 1-minute data, fees on (0.05%/side), $10k start, 1% risk. How the score works →

The exact rules tested

  • Long when EMA(12) crosses above EMA(26), short on the inverse; 1.5x ATR stop; 2R target

How to read this

This is the mechanical floor — what the rules alone produced after costs, with zero discretion. A low score doesn’t mean the idea is worthless; it’s the baseline your filtering and judgement have to beat. The SVS methodology explains exactly how the score is built.

Test your own version of this

Add a trend filter, a session window, or a confluence and see if you can beat the floor. Describe it in plain English and the AI backtester runs it on real data.

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Questions

Is the EMA 12/26 cross strategy profitable?

Weak: the mechanical version barely cleared, or failed to clear, the fee hurdle. Across 4 markets and 916 trades with fees on, it had a profit factor of 0.65 and an average net return of -49.5%.

What is the win rate of the EMA 12/26 cross strategy?

31.0% across all tested markets. Note that win rate alone is misleading — with a fixed reward-to-risk target, a mechanically negative strategy can still win 30–45% of the time.

How was the EMA 12/26 cross strategy tested?

Coded to exact mechanical rules and run on June 1, 2025 – June 1, 2026 (12 months) of real 1-minute data, fees on (0.05% per side), $10,000 start, 1% risk per trade, on Secuora's deterministic engine. No discretion.

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