How to Backtest the EMA Crossover Strategy on Nifty 50
Strategy Guides

How to Backtest the EMA Crossover Strategy on Nifty 50

M
Momentum IQ Admin · Jun 20, 2026 · 7 min read

The EMA Crossover is probably the first strategy every trader learns, and for good reason — it's simple, it's visual, and it works reasonably well in trending markets. But "works reasonably well" is doing a lot of heavy lifting in that sentence, and most traders never actually verify it before risking real money.

We ran the 9/21 EMA Crossover on Nifty 50 from January 2024 to December 2025 using MomentumIQ's backtesting engine. Here's exactly what we found.

The Setup

The rules are deliberately simple:

  • Entry: Buy when the 9-period EMA crosses above the 21-period EMA
  • Exit: Sell when the 9-period EMA crosses back below the 21-period EMA
  • Stop Loss: 2% from entry
  • Capital: ₹1,00,000, no leverage

No filters, no confirmation indicators, no discretion. Pure mechanical execution — exactly what a backtest is supposed to measure.

What Actually Happened

Over the two-year period, the strategy generated 34 trades with a 41% win rate. That number alone might make you want to close this tab — a sub-50% win rate sounds like a losing strategy. But win rate in isolation is meaningless without looking at the size of wins versus losses.

The winning trades averaged +3.8% while losing trades averaged -1.6%. That asymmetry is the entire point of trend-following — you lose small and often, but the few times you catch a real trend, the gains more than compensate.

Total return over the period: +18.4%. Maximum drawdown: -11.2%. Sharpe ratio: 0.94.

The Honest Take

This isn't a strategy that's going to make anyone rich quickly. An 18% return over two years, after accounting for the emotional toll of an 11% drawdown along the way, is roughly in line with a conservative equity mutual fund — except this one requires active monitoring and discipline to execute every signal without hesitation.

Where it does shine is in trending markets. Strip out the sideways chop of mid-2024 and look only at the trending legs, and the strategy's edge becomes much clearer. The lesson here isn't "EMA Crossover is good or bad" — it's that market regime matters more than the strategy itself.

Try It Yourself

These numbers will change depending on your exact entry/exit timing, the symbols you test, and the period you choose. That's the whole point of backtesting — don't take anyone's word for it, including ours. Run it yourself with your own parameters and see what you get.

#EMA Crossover #Nifty 50 #Trend Following #Backtesting
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Try it yourself: EMA Crossover

Run this exact strategy on any NSE stock with your own parameters.

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M

Momentum IQ Admin

Writes strategy guides and market analysis for MomentumIQ — all backtests shown are run on the platform's own engine.

Disclaimer: This content is for educational purposes only and does not constitute investment advice. All backtest results discussed are hypothetical and based on historical data. Past performance is not indicative of future results. Consult a SEBI-registered investment advisor before making any investment decision.

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SEBI Compliance Disclaimer

MomentumIQ is an educational platform for strategy research and backtesting. We do not provide investment advice, recommendations, or tips. All backtest results are hypothetical, based on historical data, and for educational purposes only. Past performance is not indicative of future results. Backtested results may not account for brokerage, slippage, taxes, or other real-world costs. Please consult a SEBI-registered investment advisor before making any investment decisions.