Trend-Following Backtester · Guide · backtest 한국어

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BETA ETF WIGtech Portfelowy Fundusz Inwestycyjny Zamkniety Series A B Units backtest

10 trend-following strategies were compared on the full daily history of BETA ETF WIGtech Portfelowy Fundusz Inwestycyjny Zamkniety Series A B Units. 8 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 0.7%, MDD -3.2%).

Data 2021-06-07 ~ 2026-07-31daily bars 1,285 (5.1 years)Costs 0.5%Venue GPWMonthly snapshot 2026-07-31

Results by strategy

8 of 10 beat buy and hold (CAGR -1.1%, drawdown -35.6%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 0.7%, MDD -3.2%, Sharpe 0.97, 27% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 4.9%, MDD -6.8%, exposure 64%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 1.9%p higher than buy and hold, while drawdown improves by 32.5%p (CAGR 0.7%, MDD -3.2%, 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
ADX / DI 방향성
period=34, threshold=28
0.7%-3.2%0.970.231.0x627%
SMA 크로스오버
fast=19, slow=121
4.9%-6.8%0.730.721.3x364%
EMA 크로스오버
fast=23, slow=67
4.1%-7.3%0.590.561.2x567%
Supertrend
period=9, mult=4.5
3.1%-9.8%0.410.321.2x1166%
Donchian 채널 돌파
entryN=107, exitN=71
2.6%-11.5%0.410.231.1x362%
ROC 모멘텀
n=55, threshold=-0.04
2.5%-18.0%0.320.141.1x1181%
볼린저 밴드 돌파
n=38, k=2.7
1.2%-6.9%0.270.181.1x843%
Keltner 채널 돌파
emaPeriod=48, atrPeriod=9, mult=4
0.7%-7.1%0.170.101.0x747%
Parabolic SAR
step=0.03, maxStep=0.08
-4.7%-23.2%-0.56-0.200.8x8467%
MACD
fast=17, slow=22, signal=17
-8.7%-37.8%-1.12-0.230.6x7446%
Buy and hold-1.1%-35.6%-0.03-0.030.9x1100%
1x 2022 2023 2024 2025 2026 SMA 크로스오버ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -9% -18% -27% -36% 2022 2023 2024 2025 2026 Buy and holdSMA 크로스오버ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -3.2% (2026-02-26 → 2026-04-23), prior peak not yet recovered.

Rules of the top strategy

Looks at both the direction and the strength of the trend; holds only in a strong uptrend.

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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