Trend-Following Backtester · Guide · backtest 한국어

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Hunan Goke Microelectronics Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Hunan Goke Microelectronics Co., Ltd. Class A. 1 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 38.4%, MDD -49.1%).

Data 2017-07-12 ~ 2026-07-31daily bars 2,197 (9.1 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

1 of 10 beat buy and hold (CAGR 36.6%, drawdown -84.0%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 26.0%, MDD -23.0%, Sharpe 0.98, 10% exposure.

CAGR reference leader: Supertrend — CAGR 38.4%, MDD -49.1%, exposure 45%.

Return/drawdown alternative: Supertrend — CAGR is 10.6%p lower than buy and hold, while drawdown improves by 61.0%p (CAGR 38.4%, MDD -49.1%, 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
ROC 모멘텀
n=5, threshold=0.13
26.0%-23.0%0.981.138.1x12410%
Supertrend
period=14, mult=1.6
38.4%-49.1%0.950.7819.0x12445%
Parabolic SAR
step=0.01, maxStep=0.22
35.5%-52.0%0.900.6815.6x11045%
Keltner 채널 돌파
emaPeriod=13, atrPeriod=10, mult=1.7
26.1%-39.1%0.840.678.2x6019%
볼린저 밴드 돌파
n=16, k=1.4
26.3%-54.5%0.770.488.3x13033%
Donchian 채널 돌파
entryN=11, exitN=32
27.6%-71.8%0.730.389.1x4873%
ADX / DI 방향성
period=34, threshold=9
25.4%-60.7%0.700.427.8x6866%
MACD
fast=9, slow=30, signal=6
22.7%-63.4%0.680.366.4x20048%
EMA 크로스오버
fast=32, slow=149
17.2%-68.4%0.580.254.2x1159%
SMA 크로스오버
fast=9, slow=198
16.4%-72.1%0.560.233.9x1855%
Buy and hold36.6%-84.0%0.820.4416.8x1100%
1x 10x 2018 2020 2022 2024 2026 SupertrendROC 모멘텀Buy and hold
ROC 모멘텀 (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -21% -42% -63% -84% 2018 2020 2022 2024 2026 Buy and holdSupertrendROC 모멘텀
ROC 모멘텀 maximum drawdown -23.0% (2018-07-04 → 2019-05-15), recovered after 565 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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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