Bitcoin RSI Trend Following Strategy Backtest: Riding Momentum with RSI Above 50

The RSI (Relative Strength Index) is one of the most popular technical indicators — but most traders use it wrong. Instead of buying oversold and selling overbought, what if you used RSI as a pure momentum filter? Buy when RSI is above 50 (bullish momentum), sell when it drops below 50 (bearish momentum). We ran the backtest.

Strategy Rules

Buy when RSI(14) crosses above 50 (bullish momentum)
Sell when RSI(14) crosses below 50 (bearish momentum)
100% position size — fully in or fully out
0.1% transaction fee per trade
No leverage, no short selling

Backtest Results

Period: 2017-08-30 to 2026-03-23 (8.6 years)

Strategy CAGR

53.2%

Buy & Hold CAGR

37.9%

Strategy Max Drawdown

-67.0%

B&H Max Drawdown

-83.2%

Total Trades

182

Win Rate

36.3%

Win/Loss Ratio

4.1x

Time in Market

53.9%

Key Findings

The RSI trend-following strategy dramatically outperforms Buy & Hold. A 53.2% CAGR vs 37.9% means this is one of the strongest simple strategies we’ve tested.

The key insight: using RSI as a trend filter, not a mean-reversion tool, works far better for Bitcoin. Bitcoin trends — it doesn’t mean-revert. RSI above 50 captures the trending moves while stepping aside during corrections.

The trade-off: 182 trades in 8.6 years means higher frequency than moving average strategies. Average hold time is 9 days. This requires more active management.

Compare this with our 200 SMA strategy (26.1% CAGR) and Golden Cross (20.0% CAGR) — RSI trend following is the clear winner so far.

Complete Trade Log

#EntryExitReturnDays

12017-09-272017-10-28+36.2%31

22017-10-292017-11-12-6.0%14

32017-11-132017-12-21+139.4%38

42018-01-052018-01-09-15.3%4

52018-01-132018-01-14-5.4%1

62018-01-152018-01-16-19.7%1

72018-02-152018-03-06+7.0%19

82018-04-122018-05-08+15.8%26

92018-05-092018-05-10-3.5%1

102018-06-062018-06-10-11.9%4

…(162 more trades)

1722025-10-252025-10-26+2.4%1

1732025-10-302025-11-03-1.8%4

1742025-12-032025-12-12-3.6%9

1752025-12-152025-12-16+1.5%1

1762025-12-292026-01-19+6.0%21

1772026-02-192026-02-20+1.3%1

1782026-02-252026-02-27-3.3%2

1792026-03-032026-03-07-1.8%4

1802026-03-092026-03-18+3.9%9

1812026-03-202026-03-23 (open)+1.3%3

Should You Use RSI Trend Following?

This is the strongest simple strategy in our backtest library so far. The concept is counterintuitive — most traders buy when RSI is low (oversold) — but the data shows that for Bitcoin, buying strength and selling weakness works better than buying weakness and selling strength.

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.