SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Guanghui Energy Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Guanghui Energy Co., Ltd. Class A. 4 beat buy-and-hold CAGR; Supertrend ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 11.8%, MDD -55.0%).

Data 2000-05-26 ~ 2026-07-31daily bars 6,460 (26.2 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

4 of 10 beat buy and hold (CAGR 9.1%, drawdown -81.5%).

Sharpe leader (same as main): Supertrend — CAGR 11.8%, MDD -55.0%, Sharpe 0.52, 47% exposure.

Return/drawdown alternative: Supertrend — CAGR is 2.7%p higher than buy and hold, while drawdown improves by 26.5%p (CAGR 11.8%, MDD -55.0%, exposure 47%).

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
Supertrend
period=16, mult=3.4
11.8%-55.0%0.520.2118.3x12947%
볼린저 밴드 돌파
n=56, k=1.7
11.0%-63.6%0.500.1715.2x10836%
Donchian 채널 돌파
entryN=24, exitN=26
10.2%-70.6%0.460.1412.7x11754%
EMA 크로스오버
fast=55, slow=78
10.2%-75.7%0.460.1312.6x4648%
Keltner 채널 돌파
emaPeriod=52, atrPeriod=25, mult=1.8
9.0%-65.9%0.440.149.5x13634%
SMA 크로스오버
fast=11, slow=209
8.9%-82.1%0.430.119.4x5846%
ROC 모멘텀
n=114, threshold=0.12
7.7%-76.8%0.400.107.0x17833%
Parabolic SAR
step=0.005, maxStep=0.2
7.0%-63.0%0.380.115.9x21348%
MACD
fast=19, slow=38, signal=17
5.7%-53.5%0.340.114.3x27352%
ADX / DI 방향성
period=19, threshold=16
3.9%-78.8%0.280.052.7x30641%
Buy and hold9.1%-81.5%0.420.119.7x1100%
1x 10x 2001 2005 2009 2013 2017 2021 2025 SupertrendBuy and hold
Supertrend: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -41% -61% -81% 2001 2005 2009 2013 2017 2021 2025 Buy and holdSupertrend
Supertrend maximum drawdown -55.0% (2022-06-10 → 2026-07-28), prior peak not yet recovered.

Rules of the top strategy

Trades the direction of a volatility-based trend line that trails below/above price.

Method and caveats

Past performance does not guarantee future returns. Parameters were selected on the same full-history sample using sharpe over 40 trials per strategy, so results contain in-sample bias. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-run the same setupMore CN assetsAll asset reports

Read next