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Trend-Following Backtester · Guide · backtest 한국어

equity · CN

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 carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupMore CN assetsAll asset reports

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