SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · DE

LPKF Laser & Electronics SE backtest

10 trend-following strategies were compared on the full daily history of LPKF Laser & Electronics SE. 10 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 10.4%, MDD -60.2%).

Data 1998-12-01 ~ 2026-07-31daily bars 7,076 (27.7 years)Costs 0.5%Venue XETRMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR 1.0%, drawdown -98.1%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 12.3%, MDD -66.6%, Sharpe 0.51, 34% exposure.

CAGR reference leader: ADX / DI 방향성 — CAGR 12.3%, MDD -73.0%, exposure 31%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 11.3%p higher than buy and hold, while drawdown improves by 31.5%p (CAGR 10.4%, MDD -60.2%, exposure 36%).

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=10, mult=2.1
12.3%-66.6%0.510.1824.6x11234%
ADX / DI 방향성
period=44, threshold=13
12.3%-73.0%0.500.1724.7x14231%
볼린저 밴드 돌파
n=52, k=1.4
10.4%-60.2%0.460.1715.4x12436%
SMA 크로스오버
fast=44, slow=179
10.0%-73.6%0.440.1414.1x4146%
EMA 크로스오버
fast=46, slow=71
10.0%-80.1%0.440.1213.9x5947%
Donchian 채널 돌파
entryN=15, exitN=70
9.3%-88.0%0.420.1111.8x8374%
Supertrend
period=14, mult=3.9
8.7%-69.7%0.400.1210.0x12649%
ROC 모멘텀
n=126, threshold=-0.01
6.5%-85.6%0.360.085.7x17948%
Parabolic SAR
step=0.035, maxStep=0.34
5.7%-83.2%0.330.074.6x74249%
MACD
fast=25, slow=60, signal=19
5.5%-82.0%0.320.074.4x25051%
Buy and hold1.0%-98.1%0.310.011.3x1100%
1x 10x 1999 2003 2007 2011 2015 2019 2023 ADX / DI 방향성Keltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), ADX / DI 방향성 (CAGR reference), Buy and hold.
0% -25% -49% -74% -98% 1999 2003 2007 2011 2015 2019 2023 Buy and holdADX / DI 방향성Keltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -66.6% (2000-03-29 → 2009-04-01), recovered after 3,722 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 DE assetsAll asset reports

Read next