SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · JP

Yokohama Financial Group, Inc. backtest

10 trend-following strategies were compared on the full daily history of Yokohama Financial Group, Inc.. 1 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is SMA 크로스오버 (CAGR 12.0%, MDD -31.1%).

Data 2016-04-01 ~ 2026-08-31daily bars 2,565 (10.4 years)Costs 0.5%Venue TSEMonthly snapshot 2026-08-31

Results by strategy

1 of 10 beat buy and hold (CAGR 13.2%, drawdown -63.1%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 13.4%, MDD -43.3%, Sharpe 0.62, 70% exposure.

Return/drawdown alternative: SMA 크로스오버 — CAGR is 0.3%p higher than buy and hold, while drawdown improves by 19.8%p (CAGR 12.0%, MDD -31.1%, exposure 59%).

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
ROC 모멘텀
n=255, threshold=-0.07
13.4%-43.3%0.620.313.7x2170%
볼린저 밴드 돌파
n=26, k=1.9
9.6%-31.1%0.600.312.6x7237%
SMA 크로스오버
fast=21, slow=125
12.0%-31.1%0.590.393.3x2559%
EMA 크로스오버
fast=57, slow=159
12.2%-42.8%0.580.283.3x1570%
Donchian 채널 돌파
entryN=19, exitN=79
11.1%-54.2%0.520.203.0x2183%
Keltner 채널 돌파
emaPeriod=54, atrPeriod=28, mult=2.6
6.0%-32.1%0.420.191.8x3738%
Supertrend
period=23, mult=3.8
6.9%-47.6%0.410.142.0x4759%
MACD
fast=18, slow=47, signal=11
6.1%-45.8%0.380.131.9x12653%
ADX / DI 방향성
period=18, threshold=36
1.7%-11.0%0.300.151.2x104%
Parabolic SAR
step=0.015, maxStep=0.1
0.2%-48.0%0.120.001.0x16953%
Buy and hold13.2%-63.1%0.550.213.6x1100%
1x 2017 2019 2021 2023 2025 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -16% -32% -47% -63% 2017 2019 2021 2023 2025 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -43.3% (2018-01-15 → 2021-07-20), recovered after 2,065 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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