SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · CN

Hithink RoyalFlush Information Network Co., Ltd. Class A backtest

10 trend-following strategies were compared on the full daily history of Hithink RoyalFlush Information Network Co., Ltd. Class A. 4 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Parabolic SAR (CAGR 29.0%, MDD -49.5%).

Data 2009-12-25 ~ 2026-07-31daily bars 4,029 (16.6 years)Costs 0.5%Venue SZSEMonthly snapshot 2026-07-31

Results by strategy

4 of 10 beat buy and hold (CAGR 24.3%, drawdown -79.6%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 23.0%, MDD -43.8%, Sharpe 0.86, 12% exposure.

CAGR reference leader: Parabolic SAR — CAGR 29.0%, MDD -49.5%, exposure 46%.

Return/drawdown alternative: Parabolic SAR — CAGR is 1.4%p lower than buy and hold, while drawdown improves by 35.7%p (CAGR 29.0%, MDD -49.5%, exposure 46%).

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
Keltner 채널 돌파
emaPeriod=20, atrPeriod=24, mult=3.3
23.0%-43.8%0.860.5230.9x4012%
볼린저 밴드 돌파
n=21, k=2.5
24.7%-57.2%0.830.4339.0x9022%
Parabolic SAR
step=0.01, maxStep=0.08
29.0%-49.5%0.830.5968.3x17446%
Donchian 채널 돌파
entryN=100, exitN=67
27.9%-66.3%0.810.4259.8x1439%
Supertrend
period=29, mult=1.8
25.0%-61.3%0.760.4140.5x20843%
ROC 모멘텀
n=85, threshold=0.1
22.5%-73.6%0.710.3129.0x14234%
ADX / DI 방향성
period=31, threshold=30
16.5%-41.0%0.690.4012.5x1812%
MACD
fast=15, slow=53, signal=13
21.7%-60.3%0.690.3625.9x20048%
SMA 크로스오버
fast=56, slow=91
19.5%-73.3%0.640.2719.2x5646%
EMA 크로스오버
fast=33, slow=105
17.9%-75.2%0.600.2415.3x4047%
Buy and hold24.3%-79.6%0.680.3137.2x1100%
1x 10x 100x 2010 2013 2016 2019 2022 2025 Parabolic SARKeltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), Parabolic SAR (CAGR reference), Buy and hold.
0% -20% -40% -60% -80% 2010 2013 2016 2019 2022 2025 Buy and holdParabolic SARKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -43.8% (2019-04-08 → 2021-08-20), recovered after 1,456 days.

Rules of the top strategy

Breaking above the channel top (average plus a multiple of volatility) signals an upside breakout.

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 CN assetsAll asset reports

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