Trend-Following Backtester · Guide · backtest 한국어

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Nantong Jianghai Capacitor Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Nantong Jianghai Capacitor Co., Ltd. Class A. 2 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester.

Data 2010-09-29 ~ 2026-07-31daily bars 3,844 (15.8 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

2 of 10 beat buy and hold (CAGR 16.0%, drawdown -68.2%).

Sharpe leader (same as main): MACD — CAGR 20.8%, MDD -55.6%, Sharpe 0.73, 50% exposure.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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=20, slow=31, signal=20
20.8%-55.6%0.730.3719.8x14850%
SMA 크로스오버
fast=23, slow=217
17.2%-67.5%0.610.2612.4x2155%
Supertrend
period=9, mult=2.8
15.9%-59.1%0.600.2710.3x10251%
EMA 크로스오버
fast=24, slow=130
14.8%-60.4%0.560.258.9x3155%
Keltner 채널 돌파
emaPeriod=23, atrPeriod=22, mult=2
10.0%-52.6%0.490.194.5x8824%
Donchian 채널 돌파
entryN=77, exitN=78
11.6%-76.5%0.480.155.7x1958%
볼린저 밴드 돌파
n=17, k=2.5
8.3%-40.7%0.480.203.5x7817%
ADX / DI 방향성
period=15, threshold=36
6.9%-30.6%0.460.222.9x328%
Parabolic SAR
step=0.005, maxStep=0.1
9.7%-64.1%0.450.154.3x12647%
ROC 모멘텀
n=120, threshold=0.01
6.8%-77.4%0.370.092.8x12552%
Buy and hold16.0%-68.2%0.560.2410.5x1100%
1x 10x 2011 2013 2015 2017 2019 2021 2023 2025 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -17% -34% -51% -68% 2011 2013 2015 2017 2019 2021 2023 2025 Buy and holdMACD
MACD maximum drawdown -55.6% (2022-06-23 → 2024-09-20), recovered after 1,152 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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