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Trading/Crypto

[Backtest] MACD Strategy Verification: Week 1 Results (Mean Reversion)

by Tapu 2026. 1. 7.

 

Disclaimer: This post is a personal trading log for educational purposes. It is not financial advice.


Hello, this is Tapu.

In my previous post, I introduced a trading strategy combining the MACD Histogram and the 200 EMA.

Theory is useless without execution.

 

 

To verify the effectiveness of this strategy, I conducted a backtest using real market data from the first week of January 2026.

We covered two variations:

  1. Mean Reversion (Counter-Trend)
  2. Trend Following (With the Trend)

Today, I will share the raw results of applying Strategy #1 (Mean Reversion). Let's look at the numbers.

 


Trade #1: Jan 1st - The Flexible Exit

 

The year began with a textbook setup on the 30-minute chart.

The MACD Histogram dipped below the -150 threshold and then started to contract (tick upward), signaling a potential reversal.

  • Entry: Long position triggered upon histogram contraction.
  • Stop Loss: Placed at the recent swing low.
  • Initial Target: Top of the visible trading box (Expected R:R = 1.74).

 

 

Analysis: The price rallied towards the target but struggled to break resistance.

Critically, the histogram flipped from Positive (+) to Negative (-) before hitting the final target.

Following the rule of "Momentum Shift," I closed the trade early to secure the profit rather than hoping for a breakout.

  • Outcome: +1.0R (Win)
  • Key Takeaway: Do not be rigid. If momentum dies, take the profit.

 


Trade #2: The Danger of Counter-Trend

 

The second signal appeared during a strong uptrend. Price spiked, pushing the histogram above +150. It then contracted, suggesting a pullback.

  • Entry: Short position triggered.
  • Stop Loss: The immediate high was too close to the entry, increasing the risk of a "stop hunt." Therefore, I placed the stop at the previous major high.
  • Target: Mean reversion area (Target R:R = 1.0)

 

Analysis: The uptrend was relentless.

Despite the wider stop loss, the buying pressure continued, eventually hitting the stop.

This illustrates the inherent risk of Mean Reversion: sometimes the market doesn't want to revert; it wants to explore new highs.

  • Outcome: -1.0R (Loss)

Trade #3: The V-Shape Recovery

 

 

Market volatility increased, resulting in a sharp crash.

The histogram pierced through -150 deep into oversold territory.

Soon after, the contraction signal appeared.

 

 

  • Entry: Long position on the reversal signal.
  • Stop Loss: Placed tight below the recent low, as momentum was clearly shifting up.
  • Target: Rebound target level (Expected R:R = 1.45).

 

 

Analysis: This was a perfect execution. The price rebounded sharply, touching the target precisely before consolidating. Buying fear when the signal confirms is often the most profitable trade.

  • Outcome: +1.45R (Win)

 

Weekly Performance Review

Here is the summary for the first week of January using only the Mean Reversion strategy:

  • Win Rate: 66% (2 Wins / 1 Loss)
  • Net Profit: +1.0 - 1.0 + 1.45 = +1.45R

What does this mean? If you risked 1% of your equity per trade, your account grew by 1.45% in just one week. Consistency is the secret weapon of professional traders.

 

Next Up: This was only the "Mean Reversion" test.

In the next post, I will backtest the "MACD Trend Following" strategy for the same period to see which one performed better.

 

 

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#MACDStrategy #Backtesting #TradingJournal #CryptoTrading #MeanReversion #TechnicalAnalysis #TapuTrading #BitcoinAnalysis

 

 

 

 

 

 

 

 

 

 

 

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