Trend-Following Backtester · Guide · backtest 한국어

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PT Pantai Indah Kapuk Dua Tbk backtest

10 trend-following strategies were compared on the full daily history of PT Pantai Indah Kapuk Dua Tbk. 6 beat buy-and-hold CAGR; SMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 97.2%, MDD -34.6%).

Data 2018-09-18 ~ 2026-07-31daily bars 1,919 (7.9 years)Costs 0.5%Venue IDXMonthly snapshot 2026-07-31

Results by strategy

6 of 10 beat buy and hold (CAGR 119.1%, drawdown -90.8%).

Sharpe leader (same as main): SMA 크로스오버 — CAGR 156.1%, MDD -62.9%, Sharpe 1.77, 55% exposure.

CAGR reference leader: ADX / DI 방향성 — CAGR 158.6%, MDD -62.9%, exposure 68%.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 37.0%p higher than buy and hold, while drawdown improves by 27.9%p (CAGR 97.2%, MDD -34.6%, exposure 17%).

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
SMA 크로스오버
fast=43, slow=101
156.1%-62.9%1.772.481630.7x1255%
Supertrend
period=15, mult=5
148.7%-60.7%1.762.451297.2x1253%
EMA 크로스오버
fast=24, slow=119
156.6%-62.9%1.732.491658.2x462%
Donchian 채널 돌파
entryN=56, exitN=57
154.7%-62.9%1.732.461564.5x462%
ADX / DI 방향성
period=39, threshold=11
158.6%-62.9%1.732.521762.1x2668%
Keltner 채널 돌파
emaPeriod=22, atrPeriod=27, mult=3.6
97.2%-34.6%1.682.81208.8x1817%
Parabolic SAR
step=0.025, maxStep=0.3
133.8%-67.5%1.581.98795.6x16048%
볼린저 밴드 돌파
n=40, k=2.7
95.6%-42.3%1.562.26195.8x2630%
ROC 모멘텀
n=81, threshold=0.1
113.0%-62.9%1.511.80382.2x5649%
MACD
fast=14, slow=46, signal=13
69.2%-77.3%1.160.8962.6x10950%
Buy and hold119.1%-90.8%1.331.31478.3x1100%
1x 10x 100x 1,000x 2019 2020 2021 2022 2023 2024 2025 2026 ADX / DI 방향성SMA 크로스오버Buy and hold
SMA 크로스오버 (Sharpe leader), ADX / DI 방향성 (CAGR reference), Buy and hold.
0% -23% -45% -68% -91% 2019 2020 2021 2022 2023 2024 2025 2026 Buy and holdADX / DI 방향성SMA 크로스오버
SMA 크로스오버 maximum drawdown -62.9% (2021-11-19 → 2021-12-09), recovered after 94 days.

Rules of the top strategy

When the short average rises above the long average, it reads that as an uptrend starting.

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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