Does the 8/21 EMA crossover strategy work?

We coded the 8/21 ema crossover 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

21/ 100
No Edge

No edge: net negative after costs across 4 markets.

Markets tested
4
Markets profitable
0 / 4
Total trades
3,637
Win rate
31.4%
Profit factor
0.58
Avg net P&L
-94.7%
Avg max drawdown
95.0%
Best market
ETH -87.7%
MarketTFTradesWinPFMax DDNet
ETH15m1,09133.6%0.7888.7%-87.7%
EUR (EURUSDT)15m32532.0%0.2194.5%-94.5%
BTC15m1,05933.3%0.6096.9%-96.6%
Gold (PAXG)15m1,16227.5%0.28100.0%-100.0%
How the SVS 21 breaks down ▾
Edge (profit factor)
0 / 35
Robustness (markets)
0 / 20
Sample size
20 / 20
Drawdown control
0 / 15
Consistency
0.8 / 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

  • Enter when the 8 EMA crosses the 21 EMA (up = long, down = short); 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 8/21 EMA crossover strategy profitable?

No edge: net negative after costs across 4 markets. Across 4 markets and 3,637 trades with fees on, it had a profit factor of 0.58 and an average net return of -94.7%.

What is the win rate of the 8/21 EMA crossover strategy?

31.4% 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 8/21 EMA crossover 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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