Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Cofco Sugar Holding Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Cofco Sugar 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 ADX / DI 방향성 (CAGR 7.1%, MDD -36.8%).

Data 1996-07-31 ~ 2026-07-31daily bars 7,457 (30.0 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

5 of 10 beat buy and hold (CAGR 7.7%, drawdown -90.2%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 7.1%, MDD -36.8%, Sharpe 0.54, 9% exposure.

CAGR reference leader: EMA 크로스오버 — CAGR 13.4%, MDD -69.4%, exposure 54%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 0.6%p lower than buy and hold, while drawdown improves by 53.4%p (CAGR 7.1%, MDD -36.8%, exposure 9%).

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=29, threshold=30
7.1%-36.8%0.540.197.8x229%
EMA 크로스오버
fast=38, slow=219
13.4%-69.4%0.540.1943.2x3254%
SMA 크로스오버
fast=55, slow=196
12.8%-69.7%0.530.1837.2x4056%
Donchian 채널 돌파
entryN=39, exitN=106
12.1%-81.3%0.490.1530.5x4672%
Keltner 채널 돌파
emaPeriod=52, atrPeriod=17, mult=4
7.5%-56.4%0.440.138.7x5221%
Supertrend
period=17, mult=4.7
9.1%-79.3%0.430.1113.6x8259%
볼린저 밴드 돌파
n=59, k=3.5
6.2%-56.5%0.430.116.0x3215%
ROC 모멘텀
n=78, threshold=-0.03
8.6%-93.9%0.410.0911.9x33461%
Parabolic SAR
step=0.02, maxStep=0.06
4.9%-85.6%0.310.064.2x42951%
MACD
fast=11, slow=47, signal=9
1.5%-74.3%0.200.021.6x50351%
Buy and hold7.7%-90.2%0.390.099.3x1100%
1x 10x 1997 2001 2005 2009 2013 2017 2021 2025 EMA 크로스오버ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), EMA 크로스오버 (CAGR reference), Buy and hold.
0% -23% -45% -68% -90% 1997 2001 2005 2009 2013 2017 2021 2025 Buy and holdEMA 크로스오버ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -36.8% (2015-06-25 → 2023-05-17), prior peak not yet recovered.

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 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

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