Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Changjiang Securities Co., Ltd Class A backtest

10 trend-following strategies were compared on the full daily history of Changjiang Securities Co., Ltd Class A. 9 beat buy-and-hold CAGR; Parabolic SAR ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 10.4%, MDD -59.2%).

Data 1997-07-31 ~ 2026-07-31daily bars 7,196 (29.0 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR 3.6%, drawdown -82.9%).

Sharpe leader (same as main): Parabolic SAR — CAGR 10.8%, MDD -60.2%, Sharpe 0.30, 49% exposure.

Return/drawdown alternative: Supertrend — CAGR is 7.1%p higher than buy and hold, while drawdown improves by 22.6%p (CAGR 10.4%, MDD -59.2%, exposure 46%).

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
Parabolic SAR
step=0.01, maxStep=0.12
10.8%-60.2%0.300.1819.4x33249%
Supertrend
period=14, mult=2.2
10.4%-59.2%0.290.1817.6x25246%
SMA 크로스오버
fast=50, slow=112
3.8%-75.5%0.270.052.9x6546%
볼린저 밴드 돌파
n=16, k=2.4
9.8%-66.8%0.270.1514.9x19221%
MACD
fast=12, slow=16, signal=19
3.5%-69.1%0.270.052.7x41850%
Donchian 채널 돌파
entryN=73, exitN=30
7.5%-74.6%0.250.108.0x6132%
EMA 크로스오버
fast=11, slow=37
6.2%-77.3%0.240.085.7x17247%
ROC 모멘텀
n=83, threshold=-0.02
5.3%-84.4%0.230.064.5x31751%
Keltner 채널 돌파
emaPeriod=16, atrPeriod=14, mult=1.7
6.6%-70.2%0.230.096.4x18221%
ADX / DI 방향성
period=39, threshold=25
6.3%-60.2%0.210.115.9x2813%
Buy and hold3.6%-82.9%0.250.042.8x1100%
1x 10x 1998 2002 2006 2010 2014 2018 2022 2026 Parabolic SARBuy and hold
Parabolic SAR: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -21% -41% -62% -83% 1998 2002 2006 2010 2014 2018 2022 2026 Buy and holdParabolic SAR
Parabolic SAR maximum drawdown -60.2% (2014-12-17 → 2024-09-10), prior peak not yet recovered.

Rules of the top strategy

Trades around the Parabolic SAR dots that accelerate toward price.

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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