SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · US

Betterware de Mexico, S.A.P.I. de C.V. backtest

10 trend-following strategies were compared on the full daily history of Betterware de Mexico, S.A.P.I. de C.V.. 8 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 22.2%, MDD -24.8%).

Data 2019-01-03 ~ 2026-07-31daily bars 1,904 (7.6 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-07-31

Results by strategy

8 of 10 beat buy and hold (CAGR 7.5%, drawdown -87.4%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 24.2%, MDD -29.6%, Sharpe 0.89, 42% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 30.5%, MDD -41.7%, exposure 50%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 16.7%p higher than buy and hold, while drawdown improves by 57.7%p (CAGR 22.2%, MDD -24.8%, exposure 33%).

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
Keltner 채널 돌파
emaPeriod=73, atrPeriod=19, mult=3.2
24.2%-29.6%0.890.815.1x1442%
볼린저 밴드 돌파
n=49, k=2.9
22.2%-24.8%0.870.894.6x2033%
SMA 크로스오버
fast=37, slow=130
30.5%-41.7%0.840.737.5x950%
ADX / DI 방향성
period=31, threshold=38
14.1%-24.8%0.830.572.7x47%
Donchian 채널 돌파
entryN=44, exitN=57
28.9%-41.0%0.800.706.8x955%
Supertrend
period=26, mult=4.9
29.4%-53.6%0.770.557.0x2250%
ROC 모멘텀
n=77, threshold=0.02
25.4%-42.9%0.750.595.6x5041%
EMA 크로스오버
fast=23, slow=122
21.9%-40.7%0.740.544.5x949%
Parabolic SAR
step=0.005, maxStep=0.3
4.7%-73.6%0.310.061.4x4856%
MACD
fast=7, slow=40, signal=17
-16.2%-84.9%-0.27-0.190.3x14448%
Buy and hold7.5%-87.4%0.420.091.7x1100%
1x 2020 2021 2022 2023 2024 2025 2026 SMA 크로스오버Keltner 채널 돌파Buy and hold
Keltner 채널 돌파 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -22% -44% -66% -87% 2020 2021 2022 2023 2024 2025 2026 Buy and holdSMA 크로스오버Keltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -29.6% (2021-05-05 → 2023-02-13), recovered after 723 days.

Rules of the top strategy

Breaking above the channel top (average plus a multiple of volatility) signals an upside breakout.

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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