BNB4hhigh risk

High-Return BNB MACD Momentum (4h)

Published July 4, 2026

MACD Momentum strategy on BNB. +51.83% return over the test period with 45.9% win rate and 1.58 profit factor. Sharpe ratio: 1.3. Max drawdown: 30.5%. Best performance in accumulate regime.

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Performance Metrics

Total Return
+48.46%
Sharpe Ratio
1.30
Win Rate
45.90%
Max Drawdown
30.50%
Trade Count
37
Profit Factor
1.58
Avg Return/Trade
1.31%
Avg Hold (bars)
37

Out-of-Sample Validation

Tested on unseen data to verify the strategy is not curve-fitted.

OOS Return
5.50%
OOS Win Rate
33.30%
OOS Sharpe
0.93
Degradation
33.09%

Backtest includes trading fees and slippage, assumes full-capital sequential compounding, and does not model futures funding costs on shorts.

Equity Curve

Equity curve-4%+17%+38%+59%+80%

Strategy Rules

Entry TriggerMACD histogram crosses_above 0
Stop Losspercent 4%
Take Profitpercent 8%

CFO Regime Breakdown

Anny's CFO Line divides market conditions into three regimes. Accumulate means the trend is bullish — ideal for long entries. Distribute means bearish — better to avoid or short. Wait means the trend is unclear. This breakdown shows how the strategy performed in each regime, helping you understand when it works best.

Accumulate 12%
Wait 15%
Distribute 23%
RegimeReturnTradesWin Rate
Wait25.73%1154.5%
Accumulate22.14%955.6%
Distribute0.59%1735.3%
_best_combo48.46%3745.9%

Trade History (37 trades)

EntryExitReturnRegime
7/14/20257/15/2025-4.19%Accumulate
7/16/20257/18/2025+7.78%Accumulate
7/20/20257/27/2025+7.78%Accumulate
8/3/20258/9/2025+7.78%Distribute
8/11/20258/22/2025+7.78%Accumulate
8/27/20259/12/2025+7.78%Wait
9/16/20259/20/2025+7.78%Accumulate
9/27/202510/2/2025+7.78%Wait
10/6/202510/7/2025+7.78%Accumulate
10/12/202510/13/2025-4.19%Accumulate

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Past performance does not guarantee future results. All strategies involve risk of loss.