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Trend-Following Backtester · Guide · backtest 한국어

equity · US

Kura Sushi USA, Inc. backtest

10 trend-following strategies were compared on the full daily history of Kura Sushi USA, Inc.. 7 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is 볼린저 밴드 돌파 (CAGR 31.0%, MDD -40.2%).

Data 2019-08-01 ~ 2026-07-31daily bars 1,759 (7.0 years)Costs 0.5%Venue XNASMonthly snapshot 2026-07-31

Results by strategy

7 of 10 beat buy and hold (CAGR 12.9%, drawdown -81.7%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 37.4%, MDD -48.0%, Sharpe 0.91, 41% exposure.

CAGR reference leader: MACD — CAGR 39.8%, MDD -45.9%, exposure 49%.

Return/drawdown alternative: 볼린저 밴드 돌파 — CAGR is 24.5%p higher than buy and hold, while drawdown improves by 33.6%p (CAGR 31.0%, MDD -40.2%, exposure 40%).

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=28, threshold=0.08
37.4%-48.0%0.910.789.2x11041%
MACD
fast=23, slow=47, signal=23
39.8%-45.9%0.900.8710.4x5249%
Supertrend
period=17, mult=4.5
37.1%-53.8%0.840.699.1x1858%
볼린저 밴드 돌파
n=32, k=1.3
31.0%-40.2%0.810.776.6x4840%
SMA 크로스오버
fast=14, slow=43
32.7%-43.6%0.800.757.2x4254%
Donchian 채널 돌파
entryN=15, exitN=45
23.6%-59.7%0.650.394.4x2772%
EMA 크로스오버
fast=18, slow=53
19.8%-50.5%0.600.393.6x2854%
Keltner 채널 돌파
emaPeriod=54, atrPeriod=19, mult=1.9
12.0%-47.9%0.480.252.2x3438%
ADX / DI 방향성
period=33, threshold=13
10.2%-55.5%0.440.182.0x5840%
Parabolic SAR
step=0.035, maxStep=0.26
9.2%-69.8%0.430.131.8x20349%
Buy and hold12.9%-81.7%0.540.162.3x1100%
1x 10x 2020 2021 2022 2023 2024 2025 2026 MACDROC 모멘텀Buy and hold
ROC 모멘텀 (Sharpe leader), MACD (CAGR reference), Buy and hold.
0% -20% -41% -61% -82% 2020 2021 2022 2023 2024 2025 2026 Buy and holdMACDROC 모멘텀
ROC 모멘텀 maximum drawdown -48.0% (2021-11-17 → 2022-04-27), recovered after 254 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 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 setupMore US assetsAll asset reports

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