Bitcoin MACD Strategy Backtest: Does the Classic Signal Line Crossover Work?

MACD (Moving Average Convergence Divergence) is the second most popular indicator after RSI. The classic strategy: buy when the MACD line crosses above the signal line, sell when it crosses below. It’s been a staple of stock trading for decades — but does it work for Bitcoin?

Strategy Rules

Buy when MACD line crosses above Signal line (bullish crossover)
Sell when MACD line crosses below Signal line (bearish crossover)
MACD settings: 12/26/9 (standard)
100% position size — fully in or fully out
0.1% transaction fee per trade
No leverage, no short selling

Backtest Results

Period: 2017-09-19 to 2026-03-23 (8.5 years)

Strategy CAGR

42.5%

Buy & Hold CAGR

40.7%

Strategy Max Drawdown

-53.1%

B&H Max Drawdown

-83.2%

Total Trades

110

Win Rate

38.2%

Win/Loss Ratio

3.5x

Time in Market

52.2%

Key Findings

MACD slightly beats Buy & Hold with a 42.5% CAGR vs 40.7%. Not a massive edge, but consistent across 8+ years.

Where MACD really shines is risk reduction. Max drawdown of -53.1% compared to -83.2% for Buy & Hold — that’s a significant improvement in the worst-case scenario.

With 110 trades over 8.5 years, MACD generates about one signal per month. The 38.2% win rate is low, but the winning trades are larger than the losers.

MACD performs well but falls short of RSI trend following which achieved a much higher CAGR. However, MACD’s lower drawdown makes it worth considering as part of a combined approach.

Complete Trade Log

#EntryExitReturnDays

12017-09-252017-10-24+39.5%29

22017-10-312017-11-10+0.5%10

32017-11-172017-12-20+114.0%33

42018-01-062018-01-09-15.8%3

52018-01-282018-01-30-14.0%2

62018-02-112018-03-08+14.8%25

72018-03-232018-03-27-12.6%4

82018-04-082018-05-08+30.7%30

92018-06-022018-06-10-11.7%8

102018-06-202018-06-22-10.8%2

…(90 more trades)

1002025-06-102025-06-12-4.4%2

1012025-06-262025-07-21+9.6%25

1022025-07-222025-07-23-1.2%1

1032025-08-112025-08-17-1.3%6

1042025-09-062025-09-23+1.4%17

1052025-10-012025-10-10-5.1%9

1062025-10-262025-11-03-7.2%8

1072025-11-272025-12-17-5.8%20

1082025-12-202026-01-20-0.1%31

1092026-02-152026-03-22-1.6%35

Should You Use MACD for Bitcoin?

MACD is a solid, middle-of-the-road strategy. It beats Buy & Hold on both returns and risk, but it’s not the strongest signal we’ve tested. Its real value may be as a confirmation indicator — combining MACD with a trend filter like the 200 SMA or RSI could yield better results.

Data source: Binance BTC/USDT daily candles. Backtest includes 0.1% transaction fees. Past performance does not guarantee future results.

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Disclaimer: This content is for educational and informational purposes only. It does not constitute financial advice. Past performance does not guarantee future results. Always do your own research. Some links are affiliate links.