Trend-Following Backtester · Guide · backtest 한국어

equity · US

Mondelez International, Inc. backtest

10 trend-following strategies were compared on the full daily history of Mondelez International, Inc.. 0 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. Its 99% market exposure makes it hold-like.

Data 2001-06-13 ~ 2026-07-31daily bars 6,320 (25.1 years)Costs 0.5%Venue XNASMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 2.8%, drawdown -52.1%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 2.5%, MDD -60.0%, Sharpe 0.22, 99% exposure. With at least 95% exposure, it should be treated as hold-like, not strong evidence of timing skill.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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
ROC 모멘텀
Hold-like · Exposure 99%
n=5, threshold=-0.08
2.5%-60.0%0.220.041.8x4599%
볼린저 밴드 돌파
n=66, k=3.5
0.2%-15.8%0.060.011.0x126%
Keltner 채널 돌파
emaPeriod=27, atrPeriod=21, mult=3.9
0.1%-13.7%0.040.001.0x165%
Parabolic SAR
step=0.005, maxStep=0.04
-1.7%-64.0%-0.03-0.030.6x19555%
ADX / DI 방향성
period=30, threshold=29
-0.1%-12.7%-0.06-0.011.0x61%
Supertrend
period=36, mult=3.9
-2.5%-63.1%-0.07-0.040.5x11159%
SMA 크로스오버
fast=51, slow=146
-2.9%-66.3%-0.08-0.040.5x5557%
Donchian 채널 돌파
entryN=29, exitN=49
-2.9%-66.8%-0.08-0.040.5x8965%
EMA 크로스오버
fast=59, slow=86
-4.7%-78.0%-0.19-0.060.3x6761%
MACD
fast=24, slow=38, signal=17
-4.9%-77.6%-0.24-0.060.3x28950%
Buy and hold2.8%-52.1%0.240.052.0x1100%
1x 2002 2006 2010 2014 2018 2022 2026 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -15% -30% -45% -60% 2002 2006 2010 2014 2018 2022 2026 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -60.0% (2002-06-18 → 2009-03-09), recovered after 6,203 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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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