Trend-Following Backtester · Guide · backtest 한국어

equity · JP

Nitto Boseki Co., Ltd. backtest

10 trend-following strategies were compared on the full daily history of Nitto Boseki Co., Ltd.. 0 beat buy-and-hold CAGR; Parabolic SAR ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is EMA 크로스오버 (CAGR 9.7%, MDD -60.7%).

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

0 of 10 beat buy and hold (CAGR 12.5%, drawdown -77.6%).

Sharpe leader (same as main): Parabolic SAR — CAGR 10.5%, MDD -74.2%, Sharpe 0.47, 51% exposure.

Return/drawdown alternative: EMA 크로스오버 — CAGR is 2.0%p lower than buy and hold, while drawdown improves by 3.4%p (CAGR 9.7%, MDD -60.7%, exposure 56%).

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
Parabolic SAR
step=0.015, maxStep=0.16
10.5%-74.2%0.470.1414.1x41251%
MACD
fast=15, slow=57, signal=8
10.4%-68.2%0.470.1513.9x38852%
EMA 크로스오버
fast=19, slow=215
9.7%-60.7%0.440.1611.7x5056%
Donchian 채널 돌파
entryN=17, exitN=72
9.7%-78.4%0.430.1211.8x7879%
SMA 크로스오버
fast=49, slow=195
8.8%-76.9%0.420.119.4x4154%
Supertrend
period=27, mult=3
8.2%-71.8%0.400.118.0x21852%
볼린저 밴드 돌파
n=20, k=1.5
7.0%-52.8%0.380.136.1x31839%
ROC 모멘텀
n=119, threshold=0.13
7.2%-62.6%0.380.116.3x23040%
Keltner 채널 돌파
emaPeriod=24, atrPeriod=19, mult=1.1
5.0%-66.9%0.310.083.7x31040%
ADX / DI 방향성
period=26, threshold=13
0.8%-73.9%0.180.011.2x26845%
Buy and hold12.5%-77.6%0.490.1622.7x1100%
1x 10x 2001 2005 2009 2013 2017 2021 2025 Parabolic SARBuy and hold
Parabolic SAR: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -39% -58% -78% 2001 2005 2009 2013 2017 2021 2025 Buy and holdParabolic SAR
Parabolic SAR maximum drawdown -74.2% (2006-08-21 → 2010-10-29), recovered after 3,978 days.

Rules of the top strategy

Trades around the Parabolic SAR dots that accelerate toward price.

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

Read next