Trend-Following Backtester · Guide · backtest 한국어

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PT Energi Mega Persada Tbk backtest

10 trend-following strategies were compared on the full daily history of PT Energi Mega Persada Tbk. 10 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 25.3%, MDD -53.6%).

Data 2004-06-07 ~ 2026-07-31daily bars 5,462 (22.1 years)Costs 0.5%Venue IDXMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR -1.5%, drawdown -99.6%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 29.7%, MDD -60.0%, Sharpe 0.90, 20% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 31.2%p higher than buy and hold, while drawdown improves by 39.6%p (CAGR 25.3%, MDD -53.6%, exposure 27%).

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
볼린저 밴드 돌파
n=17, k=2.5
29.7%-60.0%0.900.50318.4x12420%
ADX / DI 방향성
period=8, threshold=38
25.3%-53.6%0.800.47148.5x18227%
SMA 크로스오버
fast=15, slow=63
27.2%-58.7%0.760.46207.3x9442%
Supertrend
period=21, mult=4.6
25.5%-63.7%0.740.40153.2x6043%
Keltner 채널 돌파
emaPeriod=18, atrPeriod=18, mult=1.1
23.7%-71.7%0.740.33110.7x18826%
Donchian 채널 돌파
entryN=52, exitN=9
20.9%-55.3%0.720.3866.8x8024%
EMA 크로스오버
fast=23, slow=43
23.1%-73.5%0.690.3199.4x8243%
Parabolic SAR
step=0.02, maxStep=0.34
23.4%-69.2%0.690.34105.1x33444%
ROC 모멘텀
n=79, threshold=0.01
20.4%-67.4%0.640.3061.2x20442%
MACD
fast=17, slow=38, signal=10
13.8%-91.5%0.510.1517.6x24953%
Buy and hold-1.5%-99.6%0.29-0.020.7x1100%
0.1 1x 10x 100x 2005 2008 2011 2014 2017 2020 2023 2026 볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -25% -50% -75% -100% 2005 2008 2011 2014 2017 2020 2023 2026 Buy and hold볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -60.0% (2018-02-26 → 2020-11-10), recovered after 1,043 days.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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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