Trend-Following Backtester · Guide · backtest 한국어

equity · US

Deluxe Corporation backtest

10 trend-following strategies were compared on the full daily history of Deluxe Corporation. 6 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 5.2%, MDD -34.9%).

Data 1980-03-17 ~ 2026-07-31daily bars 11,688 (46.4 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-07-31

Results by strategy

6 of 10 beat buy and hold (CAGR 4.5%, drawdown -87.5%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 5.2%, MDD -34.9%, Sharpe 0.44, 23% exposure.

CAGR reference leader: Donchian 채널 돌파 — CAGR 8.6%, MDD -71.4%, exposure 78%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 0.7%p higher than buy and hold, while drawdown improves by 52.6%p (CAGR 5.2%, MDD -34.9%, exposure 23%).

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=69, k=2.8
5.2%-34.9%0.440.1510.3x7023%
Donchian 채널 돌파
entryN=7, exitN=38
8.6%-71.4%0.430.1245.8x23378%
Keltner 채널 돌파
emaPeriod=97, atrPeriod=28, mult=2.9
5.0%-56.0%0.360.099.7x13241%
Supertrend
period=9, mult=3.7
5.8%-53.7%0.360.1113.9x22557%
EMA 크로스오버
fast=29, slow=31
5.2%-59.2%0.340.0910.6x19556%
SMA 크로스오버
fast=27, slow=66
5.1%-64.9%0.340.0810.1x16256%
ADX / DI 방향성
period=34, threshold=23
2.9%-34.1%0.330.083.7x8812%
MACD
fast=50, slow=53, signal=36
4.4%-66.3%0.300.077.4x24952%
ROC 모멘텀
n=40, threshold=-0.03
3.2%-78.9%0.250.044.3x63765%
Parabolic SAR
step=0.005, maxStep=0.08
1.0%-70.3%0.160.011.6x38954%
Buy and hold4.5%-87.5%0.300.057.6x1100%
1x 10x 100x 1981 1987 1993 1999 2005 2011 2017 2023 Donchian 채널 돌파볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), Donchian 채널 돌파 (CAGR reference), Buy and hold.
0% -22% -44% -66% -87% 1981 1987 1993 1999 2005 2011 2017 2023 Buy and holdDonchian 채널 돌파볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -34.9% (1986-07-02 → 2001-03-22), recovered after 5,567 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 carried forward from the latest full optimization and replayed on this monthly dataset. 0.5% trading costs are included; taxes, slippage and rejected orders are not.
Re-optimize the same period and setupAll asset reports

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