SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · JP

Konica Minolta, Inc. backtest

10 trend-following strategies were compared on the full daily history of Konica Minolta, Inc.. 8 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 1.4%, MDD -23.3%).

Data 2000-01-04 ~ 2026-07-31daily bars 6,632 (26.6 years)Costs 0.5%Venue TSEMonthly snapshot 2026-07-31

Results by strategy

8 of 10 beat buy and hold (CAGR 1.3%, drawdown -88.6%).

Sharpe leader (same as main): MACD — CAGR 5.7%, MDD -57.6%, Sharpe 0.34, 52% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 4.5%p higher than buy and hold, while drawdown improves by 31.0%p (CAGR 1.4%, MDD -23.3%, exposure 4%).

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
MACD
fast=32, slow=56, signal=20
5.7%-57.6%0.340.104.4x18952%
Keltner 채널 돌파
emaPeriod=22, atrPeriod=25, mult=3.8
3.2%-40.5%0.340.082.3x408%
SMA 크로스오버
fast=25, slow=92
5.3%-56.8%0.330.093.9x7351%
EMA 크로스오버
fast=31, slow=47
4.8%-50.1%0.310.103.5x9752%
볼린저 밴드 돌파
n=49, k=2.9
3.0%-31.4%0.310.102.2x2510%
Donchian 채널 돌파
entryN=67, exitN=24
4.1%-51.6%0.300.082.9x7930%
Supertrend
period=19, mult=5
2.8%-61.1%0.240.052.1x10150%
ADX / DI 방향성
period=24, threshold=29
1.4%-23.3%0.210.061.5x284%
ROC 모멘텀
n=60, threshold=-0.06
1.1%-67.7%0.180.021.3x29365%
Parabolic SAR
step=0.005, maxStep=0.34
0.2%-74.1%0.150.001.1x20553%
Buy and hold1.3%-88.6%0.230.011.4x1100%
1x 2001 2005 2009 2013 2017 2021 2025 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -22% -44% -66% -89% 2001 2005 2009 2013 2017 2021 2025 Buy and holdMACD
MACD maximum drawdown -57.6% (2015-05-20 → 2020-11-05), recovered after 2,343 days.

Rules of the top strategy

Looks at the gap (MACD) between a short and long average crossing its own signal line.

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 JP assetsAll asset reports

Read next