Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Zhejiang Quartz Crystal Optoelectronic Technology Co Ltd Class A backtest

10 trend-following strategies were compared on the full daily history of Zhejiang Quartz Crystal Optoelectronic Technology Co Ltd Class A. 9 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 6.3%, MDD -47.9%).

Data 2008-09-05 ~ 2026-07-31daily bars 4,346 (17.9 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR 4.3%, drawdown -92.1%).

Sharpe leader (same as main): MACD — CAGR 14.7%, MDD -72.8%, Sharpe 0.57, 51% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 10.4%p higher than buy and hold, while drawdown improves by 19.3%p (CAGR 6.3%, MDD -47.9%, exposure 20%).

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=57, signal=14
14.7%-72.8%0.570.2011.7x18051%
Supertrend
period=26, mult=1.7
14.0%-59.5%0.550.2410.4x25451%
Donchian 채널 돌파
entryN=9, exitN=44
12.4%-74.9%0.490.178.1x7880%
볼린저 밴드 돌파
n=39, k=1.5
10.4%-48.7%0.470.215.8x11238%
ROC 모멘텀
n=12, threshold=0.01
7.8%-69.9%0.390.113.8x47848%
Parabolic SAR
step=0.02, maxStep=0.22
7.4%-69.0%0.390.113.6x36051%
Keltner 채널 돌파
emaPeriod=23, atrPeriod=24, mult=2.5
6.3%-47.9%0.370.133.0x7820%
ADX / DI 방향성
period=12, threshold=18
6.1%-54.9%0.350.112.9x28846%
SMA 크로스오버
fast=46, slow=91
4.7%-68.4%0.320.072.3x5355%
EMA 크로스오버
fast=22, slow=162
4.2%-73.9%0.310.062.1x4455%
Buy and hold4.3%-92.1%0.370.052.1x1100%
0.1 1x 10x 2009 2012 2015 2018 2021 2024 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -23% -46% -69% -92% 2009 2012 2015 2018 2021 2024 Buy and holdMACD
MACD maximum drawdown -72.8% (2015-11-23 → 2019-02-12), recovered after 3,564 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

Read next