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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Guangdong HEC Technology Holding Co. Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Guangdong HEC Technology Holding Co. Ltd. Class A. 5 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 10.7%, MDD -62.2%).

Data 1993-09-17 ~ 2026-08-31daily bars 8,226 (33.0 years)Costs 0.5%Venue SSEMonthly snapshot 2026-08-31

Results by strategy

5 of 10 beat buy and hold (CAGR 8.8%, drawdown -85.0%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 12.7%, MDD -66.4%, Sharpe 0.50, 47% exposure.

Return/drawdown alternative: Supertrend — CAGR is 3.9%p higher than buy and hold, while drawdown improves by 18.6%p (CAGR 10.7%, MDD -62.2%, exposure 50%).

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=25, threshold=13
12.7%-66.4%0.500.1950.9x29447%
Donchian 채널 돌파
entryN=20, exitN=36
11.9%-82.0%0.480.1541.1x11763%
EMA 크로스오버
fast=13, slow=188
11.3%-72.4%0.470.1633.7x6350%
Supertrend
period=10, mult=2.2
10.7%-62.2%0.450.1728.8x30450%
Keltner 채널 돌파
emaPeriod=53, atrPeriod=13, mult=1.8
8.8%-66.6%0.410.1315.9x16637%
SMA 크로스오버
fast=14, slow=96
8.8%-68.7%0.410.1316.3x11248%
볼린저 밴드 돌파
n=42, k=3
7.9%-55.2%0.410.1412.2x7018%
Parabolic SAR
step=0.01, maxStep=0.38
7.9%-63.2%0.390.1312.3x38750%
ROC 모멘텀
n=96, threshold=0.06
7.4%-75.5%0.380.1010.4x26044%
MACD
fast=12, slow=30, signal=8
6.2%-71.5%0.350.097.3x58251%
Buy and hold8.8%-85.0%0.420.1016.1x1100%
1x 10x 1994 1999 2004 2009 2014 2019 2024 ADX / DI 방향성Buy and hold
ADX / DI 방향성: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -21% -43% -64% -85% 1994 1999 2004 2009 2014 2019 2024 Buy and holdADX / DI 방향성
ADX / DI 방향성 maximum drawdown -66.4% (1996-04-29 → 1998-03-12), recovered after 3,817 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 CN assetsAll asset reports

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