Trend-Following Backtester · Guide · backtest 한국어

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Goldenmax International Group Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Goldenmax International Group Ltd. Class A. 7 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 18.1%, MDD -49.6%).

Data 2011-11-25 ~ 2026-07-31daily bars 3,563 (14.7 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

7 of 10 beat buy and hold (CAGR 17.4%, drawdown -85.3%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 31.4%, MDD -59.1%, Sharpe 0.88, 65% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 14.0%p higher than buy and hold, while drawdown improves by 26.2%p (CAGR 18.1%, MDD -49.6%, exposure 9%).

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=130, threshold=-0.09
31.4%-59.1%0.880.5355.3x8765%
Supertrend
period=28, mult=2.5
26.5%-63.2%0.830.4231.6x12446%
Keltner 채널 돌파
emaPeriod=34, atrPeriod=8, mult=3.9
18.1%-49.6%0.790.3611.5x169%
Donchian 채널 돌파
entryN=5, exitN=79
27.8%-65.2%0.760.4336.6x4190%
MACD
fast=19, slow=26, signal=15
23.3%-60.0%0.740.3921.5x16653%
SMA 크로스오버
fast=34, slow=163
21.0%-79.7%0.690.2616.3x3153%
볼린저 밴드 돌파
n=54, k=1.8
17.6%-62.6%0.640.2810.7x6032%
ADX / DI 방향성
period=30, threshold=26
13.2%-70.1%0.610.196.2x2814%
Parabolic SAR
step=0.005, maxStep=0.18
15.0%-85.2%0.570.187.7x11445%
EMA 크로스오버
fast=51, slow=127
13.8%-92.6%0.530.156.7x2753%
Buy and hold17.4%-85.3%0.580.2010.6x1100%
1x 10x 100x 2012 2014 2016 2018 2020 2022 2024 2026 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -21% -43% -64% -85% 2012 2014 2016 2018 2020 2022 2024 2026 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -59.1% (2026-06-30 → 2026-07-30), prior peak not yet recovered.

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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