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MACD + RSI Strategy: How to Trade This Strategy


By Vincent NguyenUpdated 6 days ago

MACD + RSI Strategy: How to Trade This Strategy

In the world of technical analysis, traders are constantly seeking ways to gain a consistent edge. Among the many indicators available, two stand out for their popularity and versatility: the Moving Average Convergence Divergence (MACD) and the Relative Strength Index (RSI). Both have stood the test of time, helping countless traders identify momentum, gauge market conditions, and pinpoint entry and exit signals. Trading with either indicator alone can be effective, but combining them can significantly improve your success rate and overall confidence. This article will explore how the MACD and RSI work, explain why they complement each other, and provide a step-by-step guide on implementing a MACD + RSI trading strategy.

Understanding the MACD Indicator

The MACD is a momentum and trend-following indicator that highlights changes in the strength, direction, momentum, and duration of a trend in an asset’s price. It consists of two lines, commonly known as the MACD line and the signal line, as well as a histogram. The MACD line is calculated by subtracting a longer-term exponential moving average (EMA) from a shorter-term EMA. The signal line is simply an EMA of the MACD line itself. The histogram, the area or bars shown behind the lines, represents the difference between the MACD and signal line, helping traders visually identify changes in momentum.

Interpreting the MACD generally revolves around three key concepts: crossovers, divergence, and the histogram. First, when the MACD line crosses above the signal line, it suggests **bullish momentum**, signaling a potential buying opportunity. Conversely, when the MACD line falls below the signal line, it implies **bearish momentum** and a possible selling opportunity. Second, divergences between MACD and price action can provide clues about weakening trends. For instance, if prices are making higher highs, but the MACD fails to do so, it may signal an impending **bearish reversal**. Lastly, the histogram’s size and direction can highlight surges or fades in momentum, confirming the strength or weakness of a potential move.

Understanding the RSI Indicator

The RSI is a momentum oscillator that measures the speed and change of price movements. It oscillates between 0 and 100, with readings typically interpreted in relation to overbought and oversold conditions. A reading above 70 often suggests that an asset is overbought and may be due for a correction or a pullback. Conversely, a reading below 30 indicates oversold conditions, hinting that the asset may be undervalued and could soon rebound.


Despite its simplicity, the RSI can provide valuable signals for traders. Overbought and oversold readings can be used to time entries and exits. Additionally, the RSI can show bullish or bearish divergences. For example, if price makes lower lows but the RSI forms higher lows, it could signal that bearish momentum is weakening and that a bullish reversal may be on the horizon. Similarly, a divergence where the RSI fails to confirm higher highs in price may suggest an impending bearish reversal.

Why Combine MACD and RSI?

While both the MACD and RSI can offer useful insights independently, combining them can create a more robust trading approach. The reason is that each indicator measures momentum in slightly different ways. MACD focuses on the relationship between two moving averages and price’s rate of change, making it more sensitive to trend changes and shifts in momentum. RSI, on the other hand, provides a clear measure of whether the market conditions have pushed price too far in one direction.

By using both indicators together, traders can gain a fuller picture. For example, if the RSI signals overbought conditions but the MACD still shows strong upward momentum, the trader might think twice before shorting. Alternatively, if the MACD line crosses below the signal line and the RSI is also near overbought levels, that double confirmation might reinforce a bearish outlook, making a short position more appealing. Conversely, when the RSI points to oversold conditions at the same time as the MACD line prepares to cross above the signal line, it can strengthen the trader’s conviction that a bullish reversal is imminent.


Example of profitable backtests of the MACD + RSI Strategy

Below are some examples of profitable backtests of the MACD + RSI Strategy searched from TradeSearcher.

3C MACD & RSI Scalper no repaint

Enovix Corporation (ENVX)

@ 15 min

1.72

Risk Reward

43.88 %

Total ROI

128

Total Trades

3C MACD & RSI Scalper no repaint

Plug Power, Inc. (PLUG)

@ 5 min

1.27

Risk Reward

17.21 %

Total ROI

156

Total Trades

3C MACD & RSI Scalper no repaint

Airbnb, Inc. (ABNB)

@ 15 min

1.61

Risk Reward

22.19 %

Total ROI

108

Total Trades

3C MACD & RSI Scalper no repaint

Devon Energy Corporation (DVN)

@ 15 min

1.22

Risk Reward

5.57 %

Total ROI

91

Total Trades

3C MACD & RSI Scalper no repaint

Dominion Energy, Inc. (D)

@ 1 h

2.78

Risk Reward

11.87 %

Total ROI

29

Total Trades

3C MACD & RSI Scalper no repaint

Accenture plc (ACN)

@ 15 min

1.32

Risk Reward

10.32 %

Total ROI

120

Total Trades

Building the MACD + RSI Strategy

Before delving into the specifics, it’s important to clarify a few points. First, no strategy is foolproof. Technical indicators are lagging by nature, relying on past price data. They provide probabilities, not certainties. Proper risk management, position sizing, and realistic expectations remain paramount for long-term success. Second, the ideal parameter settings for MACD and RSI may vary based on the asset and timeframe you’re trading. The classic MACD (12, 26, 9) and RSI (14) configurations are common defaults, but feel free to experiment with different settings to find what works best in your chosen market.

Step 1: Identify the Market Context

Start by analyzing the asset and timeframe you’re interested in. The MACD + RSI strategy can work in various timeframes—intraday, daily, weekly—but shorter timeframes may produce more frequent signals with higher noise. To avoid false signals, focus on more liquid assets and slightly higher timeframes (such as 1-hour, 4-hour, or daily charts) if you’re new to this strategy.

Observe the price trend. Are you dealing with a clear uptrend, downtrend, or range-bound environment? In trending markets, signals in the direction of the trend tend to be more reliable. For example, in an uptrend, buying RSI dips into oversold territory combined with bullish MACD signals can be more fruitful than attempting to short every overbought RSI reading.

Step 2: Check the RSI for Potential Turning Points

Begin your analysis by looking at the RSI. Are we approaching or already in overbought (above 70) or oversold (below 30) territory? Overbought conditions suggest that prices have risen too far, too quickly, and may be due for a pullback or reversal. Oversold conditions suggest the opposite: prices are too low and may be poised for a bounce.

However, a high or low RSI reading alone isn’t a trigger to jump into a trade. Price can remain overbought or oversold for an extended period during strong trends. Instead, treat the RSI as your initial filter. Overbought conditions alert you to look for bearish MACD signals, and oversold conditions prompt you to look for bullish MACD signals.

Step 3: Look for MACD Confirmation

Once the RSI points you in a potential direction, turn your attention to the MACD. The most common MACD signal you’ll rely on is the crossover of the MACD line and the signal line. For a bullish entry, wait for the MACD line to cross above the signal line, confirming that momentum is shifting upward. For a bearish entry, wait for the MACD line to cross below the signal line.

Ideally, you want these signals to align. For long trades, look for oversold RSI conditions paired with a bullish MACD crossover (MACD line moving above the signal line). For short trades, seek out overbought RSI conditions paired with a bearish MACD crossover (MACD line dropping below the signal line). This combination can greatly reduce the number of false signals and give you higher-probability trade setups.

Step 4: Consider MACD and RSI Divergences

Divergences can add another layer of confirmation to your trade setups. For instance, let’s say price forms a lower low, but the RSI forms a higher low. This indicates a bullish divergence, suggesting that selling momentum is weakening. If the MACD line then crosses above the signal line, this triple confluence—oversold RSI, bullish RSI divergence, and bullish MACD signal—offers a compelling reason to enter a long position.

Similarly, in a bearish scenario, if price forms a higher high while the RSI forms a lower high (bearish divergence), and the MACD crosses below the signal line, it strengthens the case for a short position.

Step 5: Implement Stop Losses and Take Profits

No matter how strong a setup appears, proper risk management is essential. Use stop losses to protect yourself from significant losses if the market moves against your position. A common approach is to place a stop loss just below a recent swing low for long trades or just above a recent swing high for short trades. The exact distance may depend on volatility, the asset being traded, and your personal risk tolerance.

When it comes to profit-taking, consider scaling out of positions or using trailing stops. If the MACD and RSI start showing signals that momentum is fading, or if the RSI reaches extreme territory in the opposite direction of your entry, it may be prudent to lock in profits. Another approach is to exit at predefined risk-reward ratios, such as taking profit after achieving a 2:1 or 3:1 ratio.

Step 6: Test and Refine Your Approach

Before risking real capital, test your MACD + RSI strategy on historical data (backtesting) and consider paper trading or using a demo account in real-time market conditions. This will help you understand how the strategy performs across different market environments, timeframes, and assets. Keep a trading journal to record your trades, the reasoning behind them, and the outcome. Over time, you will gain insights into what works best and can refine your approach accordingly.

Remember that market conditions evolve, and no strategy works equally well in all phases. You may need to adjust your parameters or add filters, such as analyzing support and resistance levels, to improve performance. Patience and continuous learning are key.

Practical Example

Imagine you’re looking at a stock’s 4-hour chart. The stock has been in a steady uptrend, but after a strong rally, the RSI climbs to 78, well into overbought territory. Instead of immediately shorting, you wait to see if the MACD confirms a shift in momentum. A few candles later, the MACD line crosses below the signal line, indicating bearish momentum. With both the RSI signaling overbought conditions and the MACD confirming a bearish shift, you enter a short position.


To manage risk, you place your stop loss above the recent swing high. The trade moves in your favor, and after a few sessions, the RSI drops to around 50, and the MACD histogram shrinks, suggesting that momentum may be weakening. You decide to book partial profits. The stock continues to drift lower, and you trail your stop to lock in more gains until the RSI approaches oversold territory. Once RSI hits 30, you close the remainder of your position, having captured a substantial portion of the price move.


On the flip side, if you were looking for a long setup in a downtrend and you saw the RSI dip to 25 (oversold), you would wait for the MACD line to cross above the signal line as confirmation. Upon seeing that confirmation, you’d enter a long trade, set a stop loss below a recent swing low, and monitor the MACD and RSI for signs to take profits. If the RSI moves to 50 or 60 and momentum starts to fade, you might trim your position or close it entirely.

Common Mistakes to Avoid

  • Entering Trades Based on a Single Indicator: While it’s tempting to jump on a signal as soon as the RSI is overbought or the MACD crosses, remember that the power of this strategy lies in the combination of both indicators and, ideally, confluence with price action or support/resistance.
  • Ignoring the Trend: Counter-trend trades based solely on overbought or oversold conditions can be risky. In a strong uptrend, the RSI may remain overbought for a long time. Always consider the broader market context and remember that trade signals aligned with the larger trend are often more reliable.
  • Not Using Stop Losses: No strategy is infallible, and it’s essential to protect your capital. Always place stop losses at a logical price level to limit potential damage if the trade doesn’t go as planned.
  • Forgetting About Volatility and Market Conditions: Markets change. Volatility can increase or decrease, making signals more or less reliable. Consider adjusting your parameter settings or waiting for clearer signals when market conditions are uncertain.
  • Failing to Backtest and Practice: Before going live, test your strategy across multiple scenarios and timeframes. Adjust and refine parameters to improve performance. This preparation can significantly increase your confidence and success rate.

Final Thoughts

The MACD + RSI strategy is a powerful combination that can help traders identify high-quality trading opportunities by synchronizing momentum signals from both indicators. By waiting for confirmation, filtering trades through RSI levels, and tuning into MACD signals, you can significantly reduce the noise and uncertainty inherent in the markets.

As with any strategy, practice and patience are crucial. Start small, test thoroughly, and refine your approach as you gain experience. Over time, combining the MACD and RSI will become second nature, and you’ll likely find that this method helps you make more confident, disciplined, and profitable decisions in your trading journey.