Trend-Following Backtester · Guide · backtest 한국어

equity · MX

Qualitas Controladora S.A.B. de C.V. backtest

10 trend-following strategies were compared on the full daily history of Qualitas Controladora S.A.B. de C.V.. 2 beat buy-and-hold CAGR; Supertrend ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 18.0%, MDD -29.7%).

Data 2015-07-17 ~ 2026-07-31daily bars 2,776 (11.0 years)Costs 0.5%Venue BMVMonthly snapshot 2026-07-31

Results by strategy

2 of 10 beat buy and hold (CAGR 17.0%, drawdown -41.4%).

Sharpe leader (same as main): Supertrend — CAGR 18.0%, MDD -29.7%, Sharpe 0.88, 55% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 18.1%, MDD -39.9%, exposure 61%.

Return/drawdown alternative: Supertrend — CAGR is 1.0%p higher than buy and hold, while drawdown improves by 11.7%p (CAGR 18.0%, MDD -29.7%, exposure 55%).

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
Supertrend
period=21, mult=4.7
18.0%-29.7%0.880.616.2x2255%
Donchian 채널 돌파
entryN=96, exitN=46
15.1%-27.0%0.820.564.7x1446%
SMA 크로스오버
fast=54, slow=77
18.1%-39.9%0.810.456.3x3561%
볼린저 밴드 돌파
n=37, k=2.8
12.1%-23.8%0.800.513.5x3830%
ROC 모멘텀
n=91, threshold=0.03
12.4%-48.2%0.650.263.6x10654%
EMA 크로스오버
fast=44, slow=60
11.6%-49.7%0.590.233.3x3061%
Keltner 채널 돌파
emaPeriod=18, atrPeriod=20, mult=2.3
6.6%-19.7%0.570.342.0x4017%
ADX / DI 방향성
period=13, threshold=26
7.7%-37.3%0.550.212.3x7226%
MACD
fast=15, slow=69, signal=31
8.4%-33.4%0.500.252.4x8649%
Parabolic SAR
step=0.035, maxStep=0.08
-1.9%-49.7%0.02-0.040.8x24452%
Buy and hold17.0%-41.4%0.670.415.7x1100%
1x 2016 2018 2020 2022 2024 2026 SMA 크로스오버SupertrendBuy and hold
Supertrend (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -10% -21% -31% -41% 2016 2018 2020 2022 2024 2026 Buy and holdSMA 크로스오버Supertrend
Supertrend maximum drawdown -29.7% (2025-05-07 → 2026-01-30), prior peak not yet recovered.

Rules of the top strategy

Trades the direction of a volatility-based trend line that trails below/above price.

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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