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 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

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