SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · HK

China Resources Pharmaceutical Group Ltd. backtest

10 trend-following strategies were compared on the full daily history of China Resources Pharmaceutical Group Ltd.. 6 beat buy-and-hold CAGR; SMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR -1.6%, MDD -43.1%).

Data 2016-10-28 ~ 2026-07-31daily bars 2,400 (9.8 years)Costs 0.5%Venue HKEXMonthly snapshot 2026-07-31

Results by strategy

6 of 10 beat buy and hold (CAGR -6.2%, drawdown -75.0%).

Sharpe leader (same as main): SMA 크로스오버 — CAGR -1.7%, MDD -62.9%, Sharpe 0.04, 47% exposure.

CAGR reference leader: Keltner 채널 돌파 — CAGR -1.6%, MDD -43.1%, exposure 9%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 4.5%p higher than buy and hold, while drawdown improves by 12.1%p (CAGR -1.6%, MDD -43.1%, 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
SMA 크로스오버
fast=59, slow=136
-1.7%-62.9%0.04-0.030.8x1647%
Donchian 채널 돌파
entryN=105, exitN=58
-2.9%-55.6%-0.02-0.050.8x1239%
ROC 모멘텀
n=149, threshold=-0.01
-3.2%-54.3%-0.02-0.060.7x6545%
Supertrend
period=26, mult=3
-3.7%-62.8%-0.03-0.060.7x5740%
Keltner 채널 돌파
emaPeriod=11, atrPeriod=28, mult=1.6
-1.6%-43.1%-0.03-0.040.9x509%
EMA 크로스오버
fast=34, slow=109
-4.1%-64.7%-0.07-0.060.7x2044%
Parabolic SAR
step=0.01, maxStep=0.18
-6.9%-65.6%-0.17-0.110.5x12944%
ADX / DI 방향성
period=32, threshold=11
-7.8%-56.1%-0.22-0.140.5x8736%
볼린저 밴드 돌파
n=11, k=1.4
-7.5%-71.4%-0.25-0.110.5x19331%
MACD
fast=19, slow=48, signal=15
-10.5%-74.3%-0.30-0.140.3x12151%
Buy and hold-6.2%-75.0%-0.01-0.080.5x1100%
1x 2017 2019 2021 2023 2025 Keltner 채널 돌파SMA 크로스오버Buy and hold
SMA 크로스오버 (Sharpe leader), Keltner 채널 돌파 (CAGR reference), Buy and hold.
0% -19% -38% -56% -75% 2017 2019 2021 2023 2025 Buy and holdKeltner 채널 돌파SMA 크로스오버
SMA 크로스오버 maximum drawdown -62.9% (2023-05-05 → 2026-06-30), prior peak not yet recovered.

Rules of the top strategy

When the short average rises above the long average, it reads that as an uptrend starting.

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 HK assetsAll asset reports

Read next