SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Yankuang Energy Group Company Limited Class A backtest

10 trend-following strategies were compared on the full daily history of Yankuang Energy Group Company Limited Class A. 3 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester.

Data 1998-07-01 ~ 2026-08-31daily bars 6,978 (28.2 years)Costs 0.5%Venue SSEMonthly snapshot 2026-08-31

Results by strategy

3 of 10 beat buy and hold (CAGR 8.3%, drawdown -84.3%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 9.3%, MDD -72.6%, Sharpe 0.45, 34% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 9.4%, MDD -71.9%, exposure 50%.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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
ROC 모멘텀
n=111, threshold=0.14
9.3%-72.6%0.450.1312.1x20834%
SMA 크로스오버
fast=24, slow=144
9.4%-71.9%0.440.1312.5x6150%
EMA 크로스오버
fast=36, slow=89
9.0%-73.1%0.430.1211.3x6349%
Donchian 채널 돌파
entryN=21, exitN=95
8.2%-71.6%0.400.119.2x5978%
ADX / DI 방향성
period=35, threshold=13
5.1%-76.1%0.320.074.1x19344%
볼린저 밴드 돌파
n=34, k=0.8
4.4%-66.4%0.290.073.3x28542%
Supertrend
period=12, mult=4.2
3.2%-76.3%0.270.042.4x11752%
MACD
fast=11, slow=52, signal=15
2.1%-83.9%0.230.031.8x38751%
Keltner 채널 돌파
emaPeriod=55, atrPeriod=21, mult=1.9
1.7%-56.9%0.210.031.6x15633%
Parabolic SAR
step=0.005, maxStep=0.36
0.1%-78.3%0.160.001.0x21948%
Buy and hold8.3%-84.3%0.410.109.5x1100%
1x 10x 1999 2003 2007 2011 2015 2019 2023 SMA 크로스오버ROC 모멘텀Buy and hold
ROC 모멘텀 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -21% -42% -63% -84% 1999 2003 2007 2011 2015 2019 2023 Buy and holdSMA 크로스오버ROC 모멘텀
ROC 모멘텀 maximum drawdown -72.6% (2015-06-17 → 2020-11-19), recovered after 2,548 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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