Trend-Following Backtester · Guide · backtest 한국어

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Vibra Energia SA backtest

10 trend-following strategies were compared on the full daily history of Vibra Energia SA. 6 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 6.3%, MDD -11.0%).

Data 2018-03-14 ~ 2026-07-31daily bars 2,084 (8.4 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-07-31

Results by strategy

6 of 10 beat buy and hold (CAGR 6.5%, drawdown -60.3%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 6.3%, MDD -11.0%, Sharpe 0.65, 13% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 12.2%, MDD -35.0%, exposure 54%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 0.3%p lower than buy and hold, while drawdown improves by 49.3%p (CAGR 6.3%, 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
6.3%-11.0%0.650.571.7x413%
볼린저 밴드 돌파
n=59, k=2.6
9.0%-19.0%0.610.482.1x1227%
SMA 크로스오버
fast=28, slow=44
12.2%-35.0%0.600.352.6x4354%
Donchian 채널 돌파
entryN=97, exitN=62
8.3%-30.1%0.500.282.0x1141%
ROC 모멘텀
n=59, threshold=-0.04
8.5%-51.2%0.450.172.0x8365%
Supertrend
period=13, mult=3.5
8.0%-40.1%0.430.201.9x3359%
EMA 크로스오버
fast=8, slow=40
7.4%-49.6%0.420.151.8x5357%
Keltner 채널 돌파
emaPeriod=59, atrPeriod=18, mult=2.6
5.8%-32.5%0.410.181.6x2333%
MACD
fast=16, slow=61, signal=14
0.8%-62.4%0.160.011.1x9350%
Parabolic SAR
step=0.005, maxStep=0.38
-4.8%-70.0%-0.07-0.070.7x8152%
Buy and hold6.5%-60.3%0.360.111.7x1100%
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 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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