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Trend-Following Backtester · Guide · backtest 한국어

equity · BR

Unifique Telecomunicacoes SA backtest

10 trend-following strategies were compared on the full daily history of Unifique Telecomunicacoes SA. 10 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 8.6%, MDD -18.1%).

Data 2021-07-29 ~ 2026-08-31daily bars 1,271 (5.1 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-08-31

Results by strategy

10 of 10 beat buy and hold (CAGR -9.7%, drawdown -67.0%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 8.6%, MDD -18.1%, Sharpe 0.68, 14% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 12.0%, MDD -20.9%, exposure 48%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 18.4%p higher than buy and hold, while drawdown improves by 48.9%p (CAGR 8.6%, MDD -18.1%, exposure 14%).

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=36, threshold=21
8.6%-18.1%0.680.481.5x214%
볼린저 밴드 돌파
n=66, k=2.1
10.1%-25.6%0.620.391.6x1032%
Donchian 채널 돌파
entryN=29, exitN=35
12.0%-20.9%0.610.571.8x1248%
Keltner 채널 돌파
emaPeriod=63, atrPeriod=15, mult=2.8
7.7%-27.8%0.520.281.5x1027%
EMA 크로스오버
fast=10, slow=129
6.4%-33.3%0.410.191.4x1241%
MACD
fast=13, slow=51, signal=14
6.8%-33.0%0.370.211.4x5844%
SMA 크로스오버
fast=30, slow=119
3.9%-35.9%0.280.111.2x1046%
Supertrend
period=13, mult=3.4
1.5%-46.7%0.190.031.1x1847%
ROC 모멘텀
n=55, threshold=0.02
-0.5%-40.0%0.09-0.011.0x5243%
Parabolic SAR
step=0.005, maxStep=0.18
-5.8%-54.2%-0.11-0.110.7x4444%
Buy and hold-9.7%-67.0%-0.04-0.150.6x1100%
1x 2022 2023 2024 2025 2026 Donchian 채널 돌파ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -17% -34% -50% -67% 2022 2023 2024 2025 2026 Buy and holdDonchian 채널 돌파ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -18.1% (2026-04-09 → 2026-06-05), 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.
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