SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · KR

HL만도 backtest

10 trend-following strategies were compared on the full daily history of HL만도. 5 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 7.1%, MDD -19.9%).

Data 2014-10-06 ~ 2026-07-31daily bars 2,898 (11.8 years)Costs 0.5%Venue XKRXMonthly snapshot 2026-07-31

Results by strategy

5 of 10 beat buy and hold (CAGR 1.0%, drawdown -75.0%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 11.0%, MDD -30.8%, Sharpe 0.59, 17% exposure.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 10.0%p higher than buy and hold, while drawdown improves by 44.2%p (CAGR 7.1%, MDD -19.9%, 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
Keltner 채널 돌파
emaPeriod=55, atrPeriod=11, mult=3.6
11.0%-30.8%0.590.363.4x1617%
볼린저 밴드 돌파
n=33, k=3.3
7.1%-19.9%0.480.362.3x129%
ADX / DI 방향성
period=33, threshold=19
5.7%-36.6%0.370.161.9x2616%
SMA 크로스오버
fast=56, slow=136
3.4%-65.2%0.270.051.5x2846%
ROC 모멘텀
n=111, threshold=0.13
1.8%-64.8%0.200.031.2x7829%
Donchian 채널 돌파
entryN=30, exitN=72
0.4%-73.4%0.200.011.0x2864%
EMA 크로스오버
fast=41, slow=210
-0.2%-71.1%0.16-0.001.0x2246%
Supertrend
period=14, mult=4.3
-1.2%-68.9%0.14-0.020.9x4854%
MACD
fast=19, slow=42, signal=17
-3.3%-66.8%0.06-0.050.7x13449%
Parabolic SAR
step=0.02, maxStep=0.16
-7.5%-67.2%-0.10-0.110.4x22648%
Buy and hold1.0%-75.0%0.250.011.1x1100%
1x 2015 2017 2019 2021 2023 2025 Keltner 채널 돌파Buy and hold
Keltner 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -38% -56% -75% 2015 2017 2019 2021 2023 2025 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -30.8% (2016-09-27 → 2020-08-20), recovered after 1,508 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 KR assetsAll asset reports

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