Trend-Following Backtester · Guide · backtest 한국어

equity · JP

Hirogin Holdings, Inc. backtest

10 trend-following strategies were compared on the full daily history of Hirogin Holdings, Inc.. 0 beat buy-and-hold CAGR; Supertrend ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 19.0%, MDD -18.7%).

Data 2020-10-02 ~ 2026-07-31daily bars 1,426 (5.8 years)Costs 0.5%Venue TSEMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 23.2%, drawdown -31.4%).

Sharpe leader (same as main): Supertrend — CAGR 19.0%, MDD -18.7%, Sharpe 1.01, 63% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 22.0%, MDD -36.6%, exposure 66%.

Return/drawdown alternative: Supertrend — CAGR is 4.2%p lower than buy and hold, while drawdown improves by 12.6%p (CAGR 19.0%, MDD -18.7%, exposure 63%).

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
Supertrend
period=22, mult=3.9
19.0%-18.7%1.011.012.8x2163%
SMA 크로스오버
fast=49, slow=169
22.0%-36.6%0.940.603.2x766%
EMA 크로스오버
fast=49, slow=193
21.7%-31.4%0.910.693.1x372%
ROC 모멘텀
n=141, threshold=-0.08
21.2%-31.4%0.890.683.1x2385%
Donchian 채널 돌파
entryN=24, exitN=43
17.9%-22.4%0.880.802.6x1378%
MACD
fast=31, slow=58, signal=28
9.9%-28.1%0.620.351.7x3556%
볼린저 밴드 돌파
n=57, k=1.8
8.9%-22.2%0.600.401.6x2947%
ADX / DI 방향성
period=38, threshold=11
9.6%-27.2%0.590.351.7x3548%
Parabolic SAR
step=0.005, maxStep=0.34
8.6%-20.9%0.530.411.6x4564%
Keltner 채널 돌파
emaPeriod=54, atrPeriod=21, mult=2.1
7.7%-22.5%0.520.341.5x2948%
Buy and hold23.2%-31.4%0.900.743.4x1100%
1x 2021 2022 2023 2024 2025 2026 SMA 크로스오버SupertrendBuy and hold
Supertrend (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -9% -18% -27% -37% 2021 2022 2023 2024 2025 2026 Buy and holdSMA 크로스오버Supertrend
Supertrend maximum drawdown -18.7% (2023-09-19 → 2024-01-26), recovered after 237 days.

Rules of the top strategy

Trades the direction of a volatility-based trend line that trails below/above 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

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