Trend-Following Backtester · Guide · backtest 한국어

equity · JP

Tokio Marine Holdings, Inc. backtest

10 trend-following strategies were compared on the full daily history of Tokio Marine Holdings, Inc.. 0 beat buy-and-hold CAGR; EMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 34.2%, MDD -35.6%).

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 43.5%, drawdown -69.5%).

Sharpe leader (same as main): EMA 크로스오버 — CAGR 39.0%, MDD -60.8%, Sharpe 0.20, 69% exposure.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 4.5%p lower than buy and hold, while drawdown improves by 8.6%p (CAGR 34.2%, MDD -35.6%, exposure 19%).

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
EMA 크로스오버
fast=42, slow=193
39.0%-60.8%0.200.646362.1x3569%
SMA 크로스오버
fast=38, slow=99
36.9%-70.5%0.200.524208.4x6960%
Donchian 채널 돌파
entryN=28, exitN=79
33.5%-75.8%0.200.442169.7x6375%
볼린저 밴드 돌파
n=59, k=3.1
34.2%-35.6%0.200.962488.8x4219%
Keltner 채널 돌파
emaPeriod=59, atrPeriod=11, mult=1.5
28.8%-64.4%0.200.45829.0x19346%
Supertrend
period=14, mult=5
26.7%-85.4%0.200.31537.1x9557%
ROC 모멘텀
n=67, threshold=0.14
26.4%-67.9%0.200.39504.6x25321%
ADX / DI 방향성
period=38, threshold=23
1.5%-26.4%0.200.061.5x187%
Parabolic SAR
step=0.005, maxStep=0.24
17.5%-87.9%0.200.2071.8x22154%
MACD
fast=19, slow=56, signal=17
11.9%-93.7%0.190.1319.7x31351%
Buy and hold43.5%-69.5%0.200.6314789.1x1100%
1x 10x 100x 1,000x 10,000x 2001 2005 2009 2013 2017 2021 2025 EMA 크로스오버Buy and hold
EMA 크로스오버: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -17% -35% -52% -69% 2001 2005 2009 2013 2017 2021 2025 Buy and holdEMA 크로스오버
EMA 크로스오버 maximum drawdown -60.8% (2007-06-11 → 2012-10-02), recovered after 3,468 days.

Rules of the top strategy

Uses two exponential averages (more weight on recent prices) and trades their crossover.

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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