SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Hybio Pharmaceutical Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Hybio Pharmaceutical Co., Ltd. Class A. 3 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 15.3%, MDD -45.7%).

Data 2011-04-07 ~ 2026-08-31daily bars 3,742 (15.4 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-08-31

Results by strategy

3 of 10 beat buy and hold (CAGR 12.6%, drawdown -91.4%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 15.3%, MDD -45.7%, Sharpe 0.59, 21% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 17.2%, MDD -76.0%, exposure 65%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 2.6%p higher than buy and hold, while drawdown improves by 45.6%p (CAGR 15.3%, MDD -45.7%, exposure 21%).

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
볼린저 밴드 돌파
n=48, k=3.1
15.3%-45.7%0.590.338.9x2821%
Keltner 채널 돌파
emaPeriod=60, atrPeriod=16, mult=4
15.3%-46.9%0.590.339.0x2423%
Donchian 채널 돌파
entryN=10, exitN=23
17.2%-76.0%0.580.2311.5x8365%
Supertrend
period=10, mult=2.1
11.8%-79.8%0.480.155.5x16249%
ADX / DI 방향성
period=16, threshold=26
11.0%-51.1%0.480.215.0x7028%
EMA 크로스오버
fast=7, slow=34
10.7%-73.5%0.460.154.8x13750%
ROC 모멘텀
n=24, threshold=-0.03
8.4%-71.8%0.410.123.5x27360%
SMA 크로스오버
fast=8, slow=57
8.2%-73.5%0.400.113.4x8748%
Parabolic SAR
step=0.005, maxStep=0.38
7.6%-69.8%0.390.113.1x12551%
MACD
fast=10, slow=46, signal=19
4.3%-74.3%0.320.061.9x19850%
Buy and hold12.6%-91.4%0.500.146.2x1100%
1x 10x 2012 2014 2016 2018 2020 2022 2024 2026 Donchian 채널 돌파볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -23% -46% -69% -91% 2012 2014 2016 2018 2020 2022 2024 2026 Buy and holdDonchian 채널 돌파볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -45.7% (2022-01-19 → 2022-02-07), recovered after 55 days.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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 setupMore CN assetsAll asset reports

Read next