Trend-Following Backtester · Guide · backtest 한국어

equity · BR

LWSA S.A. backtest

10 trend-following strategies were compared on the full daily history of LWSA S.A.. 9 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 9.1%, MDD -20.7%).

Data 2020-02-06 ~ 2026-07-31daily bars 1,614 (6.5 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR -5.0%, drawdown -92.6%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 26.3%, MDD -22.9%, Sharpe 1.08, 14% exposure.

CAGR reference leader: Supertrend — CAGR 35.0%, MDD -59.0%, exposure 38%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 31.3%p higher than buy and hold, while drawdown improves by 69.7%p (CAGR 9.1%, MDD -20.7%, exposure 6%).

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
ROC 모멘텀
n=30, threshold=0.23
26.3%-22.9%1.081.154.5x2814%
Supertrend
period=31, mult=4.5
35.0%-59.0%0.980.597.0x1238%
Keltner 채널 돌파
emaPeriod=44, atrPeriod=20, mult=2.1
19.8%-40.1%0.770.493.2x2224%
SMA 크로스오버
fast=52, slow=68
19.5%-47.3%0.690.413.2x2841%
Donchian 채널 돌파
entryN=44, exitN=41
17.7%-55.0%0.660.322.9x1035%
볼린저 밴드 돌파
n=32, k=2.2
14.9%-41.9%0.630.362.5x3023%
ADX / DI 방향성
period=17, threshold=36
9.1%-20.7%0.620.441.8x86%
EMA 크로스오버
fast=11, slow=50
15.4%-58.7%0.590.262.5x3240%
Parabolic SAR
step=0.015, maxStep=0.38
-4.0%-81.6%0.11-0.050.8x11647%
MACD
fast=6, slow=27, signal=7
-10.7%-88.2%-0.05-0.120.5x18451%
Buy and hold-5.0%-92.6%0.23-0.050.7x1100%
1x 10x 2021 2022 2023 2024 2025 2026 SupertrendROC 모멘텀Buy and hold
ROC 모멘텀 (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -23% -46% -69% -93% 2021 2022 2023 2024 2025 2026 Buy and holdSupertrendROC 모멘텀
ROC 모멘텀 maximum drawdown -22.9% (2021-02-19 → 2022-03-07), recovered after 531 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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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