Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Beijing Sifang Automation Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Beijing Sifang Automation 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 SMA 크로스오버 (CAGR 7.4%, MDD -60.3%).

Data 2010-12-31 ~ 2026-07-31daily bars 3,782 (15.6 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

5 of 10 beat buy and hold (CAGR 5.9%, drawdown -78.8%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 9.5%, MDD -61.0%, Sharpe 0.49, 15% exposure.

Return/drawdown alternative: SMA 크로스오버 — CAGR is 3.7%p higher than buy and hold, while drawdown improves by 17.8%p (CAGR 7.4%, MDD -60.3%, 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=27, threshold=24
9.5%-61.0%0.490.164.1x2815%
Supertrend
period=14, mult=2.3
7.9%-74.8%0.400.113.3x14650%
SMA 크로스오버
fast=49, slow=111
7.4%-60.3%0.380.123.0x4350%
Donchian 채널 돌파
entryN=104, exitN=62
6.8%-63.9%0.370.112.8x2039%
볼린저 밴드 돌파
n=34, k=0.7
6.3%-76.5%0.360.082.6x17243%
MACD
fast=10, slow=59, signal=16
4.8%-66.5%0.310.072.1x21452%
Keltner 채널 돌파
emaPeriod=57, atrPeriod=18, mult=2.8
4.8%-68.5%0.310.072.1x5425%
EMA 크로스오버
fast=15, slow=164
4.4%-69.5%0.310.062.0x4846%
ROC 모멘텀
n=102, threshold=0.01
2.3%-69.4%0.250.031.4x19248%
Parabolic SAR
step=0.005, maxStep=0.26
1.1%-79.0%0.200.011.2x12649%
Buy and hold5.9%-78.8%0.360.072.4x1100%
1x 2011 2013 2015 2017 2019 2021 2023 2025 ADX / DI 방향성Buy and hold
ADX / DI 방향성: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -39% -59% -79% 2011 2013 2015 2017 2019 2021 2023 2025 Buy and holdADX / DI 방향성
ADX / DI 방향성 maximum drawdown -61.0% (2015-06-17 → 2021-07-09), recovered after 2,345 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 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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