Trend-Following Backtester · Guide · backtest 한국어

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Kadokawa Corporation backtest

10 trend-following strategies were compared on the full daily history of Kadokawa Corporation. 0 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester.

Data 2014-10-01 ~ 2026-07-31daily bars 2,911 (11.8 years)Costs 0.5%Venue TSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 9.9%, drawdown -53.8%).

Sharpe leader (same as main): MACD — CAGR 5.9%, MDD -51.1%, Sharpe 0.36, 49% exposure.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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=9, slow=13, signal=9
5.9%-51.1%0.360.122.0x27849%
SMA 크로스오버
fast=75, slow=136
5.3%-54.9%0.330.101.9x2954%
Parabolic SAR
step=0.015, maxStep=0.18
5.0%-66.3%0.320.081.8x18452%
Donchian 채널 돌파
entryN=58, exitN=66
4.8%-48.4%0.310.101.7x2156%
Supertrend
period=27, mult=4.2
3.8%-63.8%0.280.061.6x5557%
볼린저 밴드 돌파
n=16, k=2.2
3.2%-38.6%0.270.081.4x9425%
EMA 크로스오버
fast=15, slow=191
1.7%-53.5%0.200.031.2x3151%
Keltner 채널 돌파
emaPeriod=36, atrPeriod=12, mult=1.9
0.5%-45.1%0.120.011.1x7835%
ADX / DI 방향성
period=35, threshold=25
0.3%-22.1%0.080.021.0x105%
ROC 모멘텀
n=93, threshold=0.13
-1.5%-51.3%0.04-0.030.8x12129%
Buy and hold9.9%-53.8%0.440.183.1x1100%
1x 2015 2017 2019 2021 2023 2025 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -13% -27% -40% -54% 2015 2017 2019 2021 2023 2025 Buy and holdMACD
MACD maximum drawdown -51.1% (2021-09-14 → 2024-08-02), prior peak not yet recovered.

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 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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