Trend-Following Backtester · Guide · backtest 한국어

equity · CA

Constellation Software Inc. backtest

10 trend-following strategies were compared on the full daily history of Constellation Software Inc.. 0 beat buy-and-hold CAGR; SMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is SMA 크로스오버 (CAGR 25.9%, MDD -24.5%).

Data 2007-10-25 ~ 2026-07-31daily bars 4,710 (18.8 years)Costs 0.5%Venue TSXMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 29.1%, drawdown -56.4%).

Sharpe leader (same as main): SMA 크로스오버 — CAGR 25.9%, MDD -24.5%, Sharpe 1.15, 79% exposure.

Return/drawdown alternative: SMA 크로스오버 — CAGR is 3.3%p lower than buy and hold, while drawdown improves by 31.9%p (CAGR 25.9%, MDD -24.5%, exposure 79%).

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
SMA 크로스오버
fast=60, slow=158
25.9%-24.5%1.151.0574.9x1779%
Donchian 채널 돌파
entryN=49, exitN=55
24.6%-26.4%1.120.9362.1x2579%
ROC 모멘텀
n=127, threshold=-0.04
25.7%-35.7%1.120.7272.8x6184%
EMA 크로스오버
fast=37, slow=150
25.3%-32.1%1.110.7969.1x1883%
볼린저 밴드 돌파
n=59, k=3.4
9.7%-18.3%0.910.535.7x1620%
Supertrend
period=18, mult=4.9
18.3%-52.6%0.900.3523.3x5972%
Keltner 채널 돌파
emaPeriod=57, atrPeriod=19, mult=1.8
14.4%-27.1%0.840.5312.5x10359%
ADX / DI 방향성
period=39, threshold=11
13.6%-31.9%0.780.4310.9x16559%
Parabolic SAR
step=0.01, maxStep=0.12
12.1%-31.5%0.690.398.6x24361%
MACD
fast=12, slow=28, signal=17
6.2%-45.3%0.430.143.1x27951%
Buy and hold29.1%-56.4%1.100.52121.5x1100%
1x 10x 100x 2008 2011 2014 2017 2020 2023 2026 SMA 크로스오버Buy and hold
SMA 크로스오버: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -14% -28% -42% -56% 2008 2011 2014 2017 2020 2023 2026 Buy and holdSMA 크로스오버
SMA 크로스오버 maximum drawdown -24.5% (2018-07-19 → 2019-03-25), recovered after 565 days.

Rules of the top strategy

When the short average rises above the long average, it reads that as an uptrend starting.

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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