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Trend-Following Backtester · Guide · backtest 한국어

equity · BR

Vibra Energia SA backtest

10 trend-following strategies were compared on the full daily history of Vibra Energia SA. 7 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 6.2%, MDD -11.0%).

Data 2018-03-14 ~ 2026-08-31daily bars 2,105 (8.5 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-08-31

Results by strategy

7 of 10 beat buy and hold (CAGR 5.9%, drawdown -60.3%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 6.2%, MDD -11.0%, Sharpe 0.65, 13% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 11.5%, MDD -35.0%, exposure 54%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 0.3%p higher than buy and hold, while drawdown improves by 49.3%p (CAGR 6.2%, MDD -11.0%, exposure 13%).

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=51, threshold=17
6.2%-11.0%0.650.561.7x413%
볼린저 밴드 돌파
n=59, k=2.6
8.9%-19.0%0.610.472.1x1226%
SMA 크로스오버
fast=28, slow=44
11.5%-35.0%0.570.332.5x4354%
Donchian 채널 돌파
entryN=97, exitN=62
7.6%-30.1%0.470.251.9x1141%
ROC 모멘텀
n=59, threshold=-0.04
7.9%-51.2%0.420.151.9x8365%
Supertrend
period=13, mult=3.5
7.3%-40.1%0.400.181.8x3359%
EMA 크로스오버
fast=8, slow=40
6.8%-49.6%0.390.141.7x5357%
Keltner 채널 돌파
emaPeriod=59, atrPeriod=18, mult=2.6
5.1%-32.5%0.380.161.5x2333%
MACD
fast=16, slow=61, signal=14
-0.2%-62.4%0.12-0.001.0x9449%
Parabolic SAR
step=0.005, maxStep=0.38
-5.7%-70.0%-0.10-0.080.6x8252%
Buy and hold5.9%-60.3%0.340.101.6x1100%
1x 2019 2020 2021 2022 2023 2024 2025 2026 SMA 크로스오버ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -15% -30% -45% -60% 2019 2020 2021 2022 2023 2024 2025 2026 Buy and holdSMA 크로스오버ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -11.0% (2023-12-01 → 2023-12-12), recovered after 70 days.

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 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 setupMore BR assetsAll asset reports

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