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 12.6%, MDD -55.0%).

Data 2000-05-26 ~ 2026-08-31daily bars 6,481 (26.3 years)Costs 0.5%Venue SSEMonthly snapshot 2026-08-31

Results by strategy

4 of 10 beat buy and hold (CAGR 10.0%, drawdown -81.5%).

Sharpe leader (same as main): Supertrend — CAGR 12.6%, MDD -55.0%, Sharpe 0.54, 47% exposure.

Return/drawdown alternative: Supertrend — CAGR is 2.7%p higher than buy and hold, while drawdown improves by 26.5%p (CAGR 12.6%, 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
12.6%-55.0%0.540.2322.8x12947%
볼린저 밴드 돌파
n=56, k=1.7
11.1%-63.6%0.510.1715.9x10935%
Donchian 채널 돌파
entryN=24, exitN=26
11.1%-70.6%0.480.1615.7x11755%
EMA 크로스오버
fast=55, slow=78
10.1%-75.7%0.460.1312.6x4648%
Keltner 채널 돌파
emaPeriod=52, atrPeriod=25, mult=1.8
9.3%-65.9%0.460.1410.4x13734%
SMA 크로스오버
fast=11, slow=209
9.3%-82.1%0.440.1110.4x5946%
Parabolic SAR
step=0.005, maxStep=0.2
7.8%-63.0%0.400.127.3x21348%
ROC 모멘텀
n=114, threshold=0.12
7.7%-76.8%0.400.107.0x17833%
MACD
fast=19, slow=38, signal=17
6.6%-53.5%0.360.125.4x27352%
ADX / DI 방향성
period=19, threshold=16
4.3%-78.8%0.290.053.0x30741%
Buy and hold10.0%-81.5%0.440.1212.1x1100%
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 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 CN assetsAll asset reports

Read next