Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Anhui Jianghuai Automobile Group Corp., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Anhui Jianghuai Automobile Group Corp., Ltd. Class A. 9 beat buy-and-hold CAGR; Supertrend ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 21.0%, MDD -53.1%).

Data 2001-08-24 ~ 2026-07-31daily bars 6,135 (24.9 years)Costs 0.5%Venue SSEMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR 9.2%, drawdown -78.6%).

Sharpe leader (same as main): Supertrend — CAGR 21.0%, MDD -53.1%, Sharpe 0.73, 47% exposure.

Return/drawdown alternative: Supertrend — CAGR is 11.8%p higher than buy and hold, while drawdown improves by 25.6%p (CAGR 21.0%, MDD -53.1%, exposure 47%).

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
Supertrend
period=14, mult=2.4
21.0%-53.1%0.730.40116.2x19547%
MACD
fast=10, slow=34, signal=18
18.1%-58.0%0.660.3162.7x30750%
SMA 크로스오버
fast=10, slow=46
15.1%-81.1%0.580.1933.0x14250%
Donchian 채널 돌파
entryN=12, exitN=12
14.6%-58.5%0.570.2530.0x20951%
볼린저 밴드 돌파
n=42, k=0.5
13.7%-56.0%0.550.2424.6x22246%
Keltner 채널 돌파
emaPeriod=30, atrPeriod=17, mult=1.2
12.5%-60.9%0.530.2118.8x21237%
Parabolic SAR
step=0.015, maxStep=0.36
12.4%-59.5%0.520.2118.4x39549%
ADX / DI 방향성
period=26, threshold=7
11.1%-79.9%0.470.1413.9x29858%
ROC 모멘텀
n=109, threshold=0.01
9.5%-83.9%0.440.119.7x23250%
EMA 크로스오버
fast=6, slow=107
7.6%-77.1%0.390.106.2x13051%
Buy and hold9.2%-78.6%0.430.129.0x1100%
1x 10x 100x 2002 2006 2010 2014 2018 2022 2026 SupertrendBuy and hold
Supertrend: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -20% -39% -59% -79% 2002 2006 2010 2014 2018 2022 2026 Buy and holdSupertrend
Supertrend maximum drawdown -53.1% (2014-08-13 → 2018-11-21), recovered after 2,115 days.

Rules of the top strategy

Trades the direction of a volatility-based trend line that trails below/above 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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