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Trend-Following Backtester · Guide · backtest 한국어

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BB ETF Ibovespa Fun de Indice backtest

10 trend-following strategies were compared on the full daily history of BB ETF Ibovespa Fun de Indice. 0 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester.

Data 2020-10-13 ~ 2026-08-31daily bars 1,464 (5.9 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-08-31

Results by strategy

0 of 10 beat buy and hold (CAGR 10.9%, drawdown -26.3%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 3.5%, MDD -10.5%, Sharpe 0.58, 11% exposure.

CAGR reference leader: Supertrend — CAGR 6.3%, MDD -18.1%, exposure 50%.

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=51, threshold=18
3.5%-10.5%0.580.331.2x811%
Supertrend
period=14, mult=2.8
6.3%-18.1%0.580.351.4x4550%
EMA 크로스오버
fast=19, slow=32
5.6%-13.5%0.480.421.4x3256%
Keltner 채널 돌파
emaPeriod=11, atrPeriod=21, mult=2
2.7%-7.4%0.450.371.2x2815%
Donchian 채널 돌파
entryN=31, exitN=19
4.5%-21.3%0.440.211.3x2644%
SMA 크로스오버
fast=33, slow=131
3.9%-17.6%0.360.221.3x1457%
볼린저 밴드 돌파
n=24, k=3
0.9%-5.0%0.330.181.1x22%
ROC 모멘텀
n=48, threshold=0.04
2.6%-23.9%0.290.111.2x6238%
MACD
fast=19, slow=57, signal=17
2.0%-27.1%0.230.071.1x4943%
Parabolic SAR
step=0.01, maxStep=0.1
1.1%-31.8%0.150.031.1x8755%
Buy and hold10.9%-26.3%0.660.411.8x1100%
1x 2021 2022 2023 2024 2025 2026 SupertrendADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -7% -13% -20% -26% 2021 2022 2023 2024 2025 2026 Buy and holdSupertrendADX / DI 방향성
ADX / DI 방향성 maximum drawdown -10.5% (2026-04-14 → 2026-05-08), 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 setupMore BR assetsAll asset reports

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