Trend-Following Backtester · Guide · backtest 한국어

equity · HK

Power Assets Holdings Limited backtest

10 trend-following strategies were compared on the full daily history of Power Assets Holdings Limited. 0 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. Its 100% market exposure makes it hold-like.

Data 2000-01-04 ~ 2026-07-31daily bars 6,623 (26.6 years)Costs 0.5%Venue HKEXMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 3.4%, drawdown -56.7%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 3.4%, MDD -56.9%, Sharpe 0.27, 100% exposure. With at least 95% exposure, it should be treated as hold-like, not strong evidence of timing skill.

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
ROC 모멘텀
Hold-like · Exposure 100%
n=1, threshold=-0.11
3.4%-56.9%0.270.062.4x5100%
볼린저 밴드 돌파
n=14, k=3.4
0.1%-1.6%0.150.051.0x20%
ADX / DI 방향성
period=37, threshold=24
0.5%-12.7%0.130.041.1x126%
Donchian 채널 돌파
entryN=13, exitN=79
0.4%-63.8%0.110.011.1x7585%
SMA 크로스오버
fast=57, slow=213
0.2%-62.1%0.090.001.1x4360%
Supertrend
period=19, mult=4.9
-0.1%-53.8%0.06-0.001.0x7253%
EMA 크로스오버
fast=53, slow=219
-0.7%-63.9%0.03-0.010.8x4365%
MACD
fast=29, slow=45, signal=24
-2.9%-68.2%-0.15-0.040.5x21752%
Parabolic SAR
step=0.005, maxStep=0.28
-3.7%-74.8%-0.20-0.050.4x21753%
Keltner 채널 돌파
emaPeriod=51, atrPeriod=31, mult=4
-2.0%-57.7%-0.23-0.040.6x4813%
Buy and hold3.4%-56.7%0.270.062.4x1100%
1x 2001 2005 2009 2013 2017 2021 2025 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -14% -28% -43% -57% 2001 2005 2009 2013 2017 2021 2025 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -56.9% (2015-01-29 → 2022-10-21), 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

Read next