SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · US

Sunoco LP backtest

10 trend-following strategies were compared on the full daily history of Sunoco LP. 1 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is SMA 크로스오버 (CAGR 10.0%, MDD -36.5%).

Data 2012-09-20 ~ 2026-08-31daily bars 3,505 (13.9 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-08-31

Results by strategy

1 of 10 beat buy and hold (CAGR 8.9%, drawdown -79.9%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 4.1%, MDD -14.9%, Sharpe 0.59, 9% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 10.0%, MDD -36.5%, exposure 57%.

Return/drawdown alternative: SMA 크로스오버 — CAGR is 4.9%p lower than buy and hold, while drawdown improves by 65.0%p (CAGR 10.0%, MDD -36.5%, exposure 57%).

The alternative must retain 75% of buy-and-hold CAGR, improve drawdown by at least 20% and 5 percentage points, and stay below 95% exposure; the ranking weights return retention 60% and drawdown improvement 40%.

Strategy · parametersCAGRMDDSharpeCalmarTotalTradesExposure
ADX / DI 방향성
period=34, threshold=23
4.1%-14.9%0.590.271.7x189%
SMA 크로스오버
fast=65, slow=220
10.0%-36.5%0.590.273.8x1757%
EMA 크로스오버
fast=66, slow=82
5.9%-53.2%0.390.112.2x2561%
ROC 모멘텀
n=194, threshold=-0.04
5.9%-35.5%0.390.172.2x5765%
Donchian 채널 돌파
entryN=53, exitN=58
5.8%-56.1%0.370.102.2x2369%
볼린저 밴드 돌파
n=75, k=3.4
2.8%-23.1%0.340.121.5x1215%
Supertrend
period=17, mult=4.7
3.7%-44.6%0.290.081.7x3956%
Parabolic SAR
step=0.005, maxStep=0.1
2.7%-49.5%0.230.051.4x12155%
MACD
fast=17, slow=30, signal=20
-0.0%-56.0%0.10-0.001.0x18249%
Keltner 채널 돌파
emaPeriod=51, atrPeriod=32, mult=3.2
-0.1%-39.3%0.05-0.001.0x4025%
Buy and hold8.9%-79.9%0.430.113.3x1100%
1x 2013 2015 2017 2019 2021 2023 2025 SMA 크로스오버ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -20% -40% -60% -80% 2013 2015 2017 2019 2021 2023 2025 Buy and holdSMA 크로스오버ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -14.9% (2014-08-22 → 2014-09-25), recovered after 3,414 days.

Rules of the top strategy

Looks at both the direction and the strength of the trend; holds only in a strong uptrend.

Method and caveats

Past performance does not guarantee future returns. Parameters were carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore US assetsAll asset reports

Read next