SleepWell Trade

Trend-Following Backtester · Guide · backtest 한국어

equity · US

Aspen Aerogels, Inc. backtest

10 trend-following strategies were compared on the full daily history of Aspen Aerogels, Inc.. 10 beat buy-and-hold CAGR; ADX / DI 방향성 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ADX / DI 방향성 (CAGR 12.3%, MDD -34.3%).

Data 2014-06-13 ~ 2026-07-31daily bars 3,051 (12.1 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR -6.7%, drawdown -96.0%).

Sharpe leader (same as main): ADX / DI 방향성 — CAGR 12.3%, MDD -34.3%, Sharpe 0.60, 13% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 17.7%, MDD -69.0%, exposure 49%.

Return/drawdown alternative: ADX / DI 방향성 — CAGR is 19.0%p higher than buy and hold, while drawdown improves by 61.6%p (CAGR 12.3%, MDD -34.3%, exposure 13%).

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
ADX / DI 방향성
period=20, threshold=29
12.3%-34.3%0.600.364.1x3013%
SMA 크로스오버
fast=43, slow=93
17.7%-69.0%0.580.267.3x3549%
Donchian 채널 돌파
entryN=55, exitN=52
16.0%-72.2%0.550.226.0x2049%
볼린저 밴드 돌파
n=59, k=2.2
14.0%-58.6%0.550.244.9x3631%
Keltner 채널 돌파
emaPeriod=55, atrPeriod=8, mult=3.7
12.1%-44.9%0.530.274.0x2019%
EMA 크로스오버
fast=7, slow=124
11.3%-71.8%0.460.163.7x4442%
Supertrend
period=38, mult=3.7
10.5%-76.8%0.450.143.3x5046%
ROC 모멘텀
n=116, threshold=0.14
10.3%-70.4%0.440.153.3x6734%
MACD
fast=13, slow=49, signal=13
3.2%-77.5%0.320.041.5x16453%
Parabolic SAR
step=0.015, maxStep=0.3
-4.5%-78.1%0.14-0.060.6x22248%
Buy and hold-6.7%-96.0%0.27-0.070.4x1100%
1x 10x 2015 2017 2019 2021 2023 2025 SMA 크로스오버ADX / DI 방향성Buy and hold
ADX / DI 방향성 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -24% -48% -72% -96% 2015 2017 2019 2021 2023 2025 Buy and holdSMA 크로스오버ADX / DI 방향성
ADX / DI 방향성 maximum drawdown -34.3% (2023-12-27 → 2026-05-19), prior peak not yet recovered.

Rules of the top strategy

Looks at both the direction and the strength of the trend; holds only in a strong uptrend.

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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