Trend-Following Backtester · Guide · backtest 한국어

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FII - Classe de Investimento ETF Bradesco IMA-B - RL backtest

10 trend-following strategies were compared on the full daily history of FII - Classe de Investimento ETF Bradesco IMA-B - RL. 1 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester.

Data 2019-12-11 ~ 2026-07-31daily bars 1,651 (6.6 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-07-31

Results by strategy

1 of 10 beat buy and hold (CAGR 6.0%, drawdown -25.1%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 0.6%, MDD -2.0%, Sharpe 0.55, 5% exposure.

CAGR reference leader: ROC 모멘텀 — CAGR 6.3%, MDD -25.1%, exposure 95%.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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=22, threshold=33
0.6%-2.0%0.550.301.0x25%
ROC 모멘텀
n=77, threshold=-0.07
6.3%-25.1%0.380.251.5x595%
Donchian 채널 돌파
entryN=16, exitN=42
5.6%-25.9%0.350.221.4x1188%
MACD
fast=16, slow=38, signal=14
5.4%-25.9%0.340.211.4x2074%
SMA 크로스오버
fast=49, slow=202
1.6%-28.1%0.170.061.1x527%
Keltner 채널 돌파
emaPeriod=58, atrPeriod=19, mult=1.9
-0.6%-26.7%0.04-0.021.0x2027%
Parabolic SAR
step=0.025, maxStep=0.2
-0.8%-31.7%0.04-0.030.9x4828%
Supertrend
period=24, mult=3.9
-0.7%-26.3%0.04-0.031.0x2583%
EMA 크로스오버
fast=50, slow=197
-3.9%-33.1%-0.32-0.120.8x732%
볼린저 밴드 돌파
n=51, k=3.2
-3.9%-28.2%-0.34-0.140.8x69%
Buy and hold6.0%-25.1%0.370.241.5x1100%
1x 2020 2021 2022 2023 2024 2025 2026 ROC 모멘텀ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), ROC 모멘텀 (CAGR reference), Buy and hold.
0% -6% -13% -19% -25% 2020 2021 2022 2023 2024 2025 2026 Buy and holdROC 모멘텀ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -2.0% (2026-02-27 → 2026-03-13), recovered after 32 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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