Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Hebei Sinopack Electronic Technology Co. Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Hebei Sinopack Electronic Technology Co. Ltd. Class A. 1 beat buy-and-hold CAGR; Parabolic SAR ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Parabolic SAR (CAGR 56.1%, MDD -36.7%).

Data 2021-01-04 ~ 2026-07-31daily bars 1,351 (5.6 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

1 of 10 beat buy and hold (CAGR 46.6%, drawdown -76.7%).

Sharpe leader (same as main): Parabolic SAR — CAGR 56.1%, MDD -36.7%, Sharpe 1.29, 45% exposure.

Return/drawdown alternative: Parabolic SAR — CAGR is 9.5%p higher than buy and hold, while drawdown improves by 40.0%p (CAGR 56.1%, MDD -36.7%, exposure 45%).

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
Parabolic SAR
step=0.01, maxStep=0.08
56.1%-36.7%1.291.5311.9x6045%
볼린저 밴드 돌파
n=22, k=1.1
41.3%-35.0%1.121.186.9x6239%
Keltner 채널 돌파
emaPeriod=16, atrPeriod=27, mult=1.7
30.7%-32.7%1.020.944.4x3224%
MACD
fast=20, slow=22, signal=19
34.7%-51.3%1.000.685.3x5447%
Supertrend
period=29, mult=4.2
36.6%-40.3%0.980.915.7x2047%
ADX / DI 방향성
period=24, threshold=13
33.6%-40.9%0.910.825.0x4255%
ROC 모멘텀
n=89, threshold=-0.03
31.2%-53.4%0.850.584.5x3162%
EMA 크로스오버
fast=46, slow=175
28.9%-53.4%0.830.544.1x354%
Donchian 채널 돌파
entryN=36, exitN=38
28.8%-37.2%0.830.774.1x1650%
SMA 크로스오버
fast=5, slow=92
25.7%-45.4%0.770.573.6x2254%
Buy and hold46.6%-76.7%0.980.618.4x1100%
1x 10x 2022 2023 2024 2025 2026 Parabolic SARBuy and hold
Parabolic SAR: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -38% -58% -77% 2022 2023 2024 2025 2026 Buy and holdParabolic SAR
Parabolic SAR maximum drawdown -36.7% (2022-08-10 → 2023-01-13), recovered after 805 days.

Rules of the top strategy

Trades around the Parabolic SAR dots that accelerate toward 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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