Trend-Following Backtester · Guide · backtest 한국어

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Zhejiang Yinlun Machinery Co., Ltd Class A backtest

10 trend-following strategies were compared on the full daily history of Zhejiang Yinlun Machinery Co., Ltd Class A. 0 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is MACD (CAGR 12.3%, MDD -53.6%).

Data 2007-04-18 ~ 2026-07-31daily bars 4,689 (19.3 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 12.5%, drawdown -74.8%).

Sharpe leader (same as main): MACD — CAGR 12.3%, MDD -53.6%, Sharpe 0.52, 50% exposure.

Return/drawdown alternative: MACD — CAGR is 0.2%p lower than buy and hold, while drawdown improves by 21.1%p (CAGR 12.3%, MDD -53.6%, 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
MACD
fast=18, slow=43, signal=19
12.3%-53.6%0.520.239.3x19450%
SMA 크로스오버
fast=37, slow=196
10.9%-66.0%0.470.167.3x2760%
Donchian 채널 돌파
entryN=7, exitN=65
10.9%-71.6%0.460.157.4x6687%
EMA 크로스오버
fast=49, slow=126
9.6%-66.1%0.440.155.9x2761%
Supertrend
period=9, mult=3.7
8.4%-55.5%0.410.154.8x8855%
Parabolic SAR
step=0.01, maxStep=0.08
6.2%-66.8%0.350.093.2x22850%
Keltner 채널 돌파
emaPeriod=28, atrPeriod=8, mult=1.2
5.3%-55.7%0.330.102.7x18237%
볼린저 밴드 돌파
n=33, k=1.6
4.8%-56.7%0.310.092.5x15037%
ADX / DI 방향성
period=32, threshold=7
3.8%-84.2%0.290.042.0x20259%
ROC 모멘텀
n=138, threshold=0.11
2.6%-72.6%0.250.041.7x14447%
Buy and hold12.5%-74.8%0.490.179.7x1100%
1x 10x 2008 2011 2014 2017 2020 2023 2026 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -37% -56% -75% 2008 2011 2014 2017 2020 2023 2026 Buy and holdMACD
MACD maximum drawdown -53.6% (2015-06-17 → 2019-11-21), recovered after 1,853 days.

Rules of the top strategy

Looks at the gap (MACD) between a short and long average crossing its own signal line.

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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