Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Hengli Petrochemical Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Hengli Petrochemical Co., Ltd. Class A. 7 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 10.1%, MDD -46.6%).

Data 2001-08-20 ~ 2026-07-31daily bars 6,139 (24.9 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

7 of 10 beat buy and hold (CAGR 7.2%, drawdown -84.2%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 10.1%, MDD -46.6%, Sharpe 0.53, 23% exposure.

CAGR reference leader: EMA 크로스오버 — CAGR 12.3%, MDD -58.5%, exposure 49%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 2.9%p higher than buy and hold, while drawdown improves by 37.6%p (CAGR 10.1%, MDD -46.6%, exposure 23%).

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
볼린저 밴드 돌파
n=58, k=2.8
10.1%-46.6%0.530.2210.9x4623%
EMA 크로스오버
fast=50, slow=211
12.3%-58.5%0.510.2118.1x2449%
Keltner 채널 돌파
emaPeriod=49, atrPeriod=9, mult=2.8
9.5%-46.7%0.500.209.6x7026%
SMA 크로스오버
fast=29, slow=159
11.3%-59.4%0.490.1914.5x3850%
Supertrend
period=16, mult=4
9.0%-67.8%0.440.138.6x9849%
MACD
fast=17, slow=34, signal=13
8.4%-65.2%0.410.137.4x31749%
Donchian 채널 돌파
entryN=90, exitN=74
7.7%-56.0%0.390.146.4x3246%
ROC 모멘텀
n=141, threshold=0
5.7%-70.5%0.340.084.0x19050%
ADX / DI 방향성
period=19, threshold=31
3.4%-41.7%0.280.082.3x6214%
Parabolic SAR
step=0.015, maxStep=0.26
2.0%-81.7%0.220.021.6x38951%
Buy and hold7.2%-84.2%0.380.095.6x1100%
1x 10x 2002 2006 2010 2014 2018 2022 2026 EMA 크로스오버볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), EMA 크로스오버 (CAGR reference), Buy and hold.
0% -21% -42% -63% -84% 2002 2006 2010 2014 2018 2022 2026 Buy and holdEMA 크로스오버볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -46.6% (2009-08-05 → 2014-01-20), recovered after 2,071 days.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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 setupAll asset reports

Read next