Trend-Following Backtester · Guide · backtest 한국어

equity · US

Acushnet Holdings Corp. backtest

10 trend-following strategies were compared on the full daily history of Acushnet Holdings Corp.. 0 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester.

Data 2016-10-28 ~ 2026-07-31daily bars 2,451 (9.8 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 19.3%, drawdown -35.9%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 12.7%, MDD -40.7%, Sharpe 0.56, 86% 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
ROC 모멘텀
n=145, threshold=-0.09
12.7%-40.7%0.560.313.2x3786%
Donchian 채널 돌파
entryN=12, exitN=77
11.3%-38.2%0.530.302.8x2389%
EMA 크로스오버
fast=13, slow=270
10.3%-40.1%0.510.262.6x2176%
SMA 크로스오버
fast=27, slow=200
9.9%-39.0%0.500.252.5x1572%
ADX / DI 방향성
period=26, threshold=8
5.3%-42.4%0.340.131.7x12861%
Supertrend
period=28, mult=3.6
4.2%-36.3%0.300.121.5x5456%
MACD
fast=23, slow=36, signal=15
2.7%-48.5%0.230.061.3x10248%
Keltner 채널 돌파
emaPeriod=34, atrPeriod=23, mult=1.9
2.1%-24.6%0.210.091.2x6438%
볼린저 밴드 돌파
n=56, k=1.1
0.1%-41.7%0.100.001.0x6847%
Parabolic SAR
step=0.02, maxStep=0.2
-1.6%-62.0%0.04-0.030.9x21854%
Buy and hold19.3%-35.9%0.720.545.6x1100%
1x 2017 2019 2021 2023 2025 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -10% -20% -31% -41% 2017 2019 2021 2023 2025 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -40.7% (2021-11-05 → 2022-12-28), recovered after 994 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 setupAll asset reports

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