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Trend-Following Backtester · Guide · backtest 한국어

equity · US

Sky Harbour Group Corporation backtest

10 trend-following strategies were compared on the full daily history of Sky Harbour Group Corporation. 10 beat buy-and-hold CAGR; Supertrend ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 26.9%, MDD -43.6%).

Data 2020-12-08 ~ 2026-07-31daily bars 1,417 (5.6 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR 1.0%, drawdown -92.9%).

Sharpe leader (same as main): Supertrend — CAGR 45.2%, MDD -48.6%, Sharpe 0.93, 37% exposure.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 44.3%p higher than buy and hold, while drawdown improves by 44.3%p (CAGR 26.9%, MDD -43.6%, exposure 14%).

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
Supertrend
period=22, mult=2.1
45.2%-48.6%0.930.938.2x4337%
ADX / DI 방향성
period=8, threshold=34
36.0%-62.1%0.830.585.7x5318%
Donchian 채널 돌파
entryN=9, exitN=7
35.7%-53.2%0.810.675.6x5743%
볼린저 밴드 돌파
n=44, k=1.5
29.6%-63.3%0.740.474.3x2932%
Parabolic SAR
step=0.02, maxStep=0.38
31.1%-66.1%0.730.474.6x11751%
ROC 모멘텀
n=13, threshold=0.11
26.9%-43.6%0.720.623.8x6214%
Keltner 채널 돌파
emaPeriod=28, atrPeriod=24, mult=2.7
26.4%-45.5%0.710.583.7x1612%
MACD
fast=15, slow=41, signal=7
26.3%-75.0%0.670.353.7x10155%
EMA 크로스오버
fast=7, slow=24
20.5%-66.1%0.600.312.9x6347%
SMA 크로스오버
fast=5, slow=25
19.3%-69.5%0.580.282.7x7551%
Buy and hold1.0%-92.9%0.380.011.1x1100%
1x 10x 2021 2022 2023 2024 2025 2026 SupertrendBuy and hold
Supertrend: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -23% -46% -70% -93% 2021 2022 2023 2024 2025 2026 Buy and holdSupertrend
Supertrend maximum drawdown -48.6% (2022-03-18 → 2023-01-09), recovered after 347 days.

Rules of the top strategy

Trades the direction of a volatility-based trend line that trails below/above price.

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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