Trend-Following Backtester · Guide · backtest 한국어

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GPS Participacoes e Empreendimentos SA backtest

10 trend-following strategies were compared on the full daily history of GPS Participacoes e Empreendimentos SA. 8 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 7.3%, MDD -10.4%).

Data 2021-04-28 ~ 2026-07-31daily bars 1,314 (5.3 years)Costs 0.5%Venue BMFBOVESPAMonthly snapshot 2026-07-31

Results by strategy

8 of 10 beat buy and hold (CAGR -0.3%, drawdown -48.2%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 7.3%, MDD -10.4%, Sharpe 0.90, 10% exposure.

CAGR reference leader: Supertrend — CAGR 8.0%, MDD -35.9%, exposure 55%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 7.6%p higher than buy and hold, while drawdown improves by 37.8%p (CAGR 7.3%, MDD -10.4%, exposure 10%).

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
볼린저 밴드 돌파
n=17, k=3.1
7.3%-10.4%0.900.701.4x810%
ADX / DI 방향성
period=17, threshold=25
5.2%-18.1%0.480.291.3x1618%
Keltner 채널 돌파
emaPeriod=12, atrPeriod=17, mult=2.3
3.6%-19.0%0.460.191.2x1210%
Supertrend
period=11, mult=2.9
8.0%-35.9%0.440.221.5x2855%
SMA 크로스오버
fast=24, slow=159
5.5%-28.3%0.390.201.3x1040%
Donchian 채널 돌파
entryN=92, exitN=89
4.1%-23.0%0.340.181.2x435%
ROC 모멘텀
n=141, threshold=0.09
3.1%-21.6%0.270.141.2x2630%
EMA 크로스오버
fast=21, slow=185
0.4%-30.9%0.110.011.0x1038%
MACD
fast=24, slow=56, signal=19
-1.6%-36.0%0.02-0.050.9x4341%
Parabolic SAR
step=0.015, maxStep=0.12
-4.1%-44.2%-0.07-0.090.8x9648%
Buy and hold-0.3%-48.2%0.16-0.011.0x1100%
1x 2022 2023 2024 2025 2026 Supertrend볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), Supertrend (CAGR reference), Buy and hold.
0% -12% -24% -36% -48% 2022 2023 2024 2025 2026 Buy and holdSupertrend볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -10.4% (2021-07-29 → 2023-05-09), recovered after 665 days.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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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