SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · US

USA TODAY Co., Inc. backtest

10 trend-following strategies were compared on the full daily history of USA TODAY Co., Inc.. 10 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 3.4%, MDD -16.8%).

Data 2014-02-04 ~ 2026-08-31daily bars 3,162 (12.6 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-08-31

Results by strategy

10 of 10 beat buy and hold (CAGR -4.0%, drawdown -97.5%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 15.1%, MDD -57.2%, Sharpe 0.58, 31% exposure.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 19.1%p higher than buy and hold, while drawdown improves by 40.2%p (CAGR 3.4%, MDD -16.8%, exposure 3%).

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
n=60, threshold=0.12
15.1%-57.2%0.580.265.9x13031%
SMA 크로스오버
fast=28, slow=131
14.7%-52.4%0.550.285.6x2345%
EMA 크로스오버
fast=41, slow=71
11.0%-64.7%0.470.173.7x2847%
Donchian 채널 돌파
entryN=74, exitN=78
11.1%-62.6%0.460.183.7x1647%
Supertrend
period=14, mult=2.5
11.5%-63.7%0.430.183.9x10253%
볼린저 밴드 돌파
n=58, k=3.5
6.9%-49.2%0.420.142.3x1213%
Keltner 채널 돌파
emaPeriod=53, atrPeriod=9, mult=3.6
6.4%-42.4%0.380.152.2x2419%
ADX / DI 방향성
period=25, threshold=35
3.4%-16.8%0.360.201.5x63%
Parabolic SAR
step=0.005, maxStep=0.32
4.6%-68.9%0.320.071.8x10254%
MACD
fast=12, slow=29, signal=14
3.7%-74.7%0.300.051.6x19051%
Buy and hold-4.0%-97.5%0.27-0.040.6x1100%
0.1 1x 2015 2017 2019 2021 2023 2025 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -24% -49% -73% -97% 2015 2017 2019 2021 2023 2025 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -57.2% (2021-03-19 → 2022-12-28), recovered after 1,256 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 setupMore US assetsAll asset reports

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