Trend-Following Backtester · Guide · backtest 한국어

equity · US

Tilray Brands, Inc. backtest

10 trend-following strategies were compared on the full daily history of Tilray Brands, Inc.. 10 beat buy-and-hold CAGR; Keltner 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Keltner 채널 돌파 (CAGR 15.6%, MDD -69.8%).

Data 2018-07-19 ~ 2026-07-31daily bars 2,019 (8.0 years)Costs 0.5%Venue XNASMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR -38.5%, drawdown -99.8%).

Sharpe leader (same as main): Keltner 채널 돌파 — CAGR 15.6%, MDD -69.8%, Sharpe 0.53, 5% exposure.

Return/drawdown alternative: Keltner 채널 돌파 — CAGR is 54.0%p higher than buy and hold, while drawdown improves by 30.0%p (CAGR 15.6%, MDD -69.8%, exposure 5%).

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
Keltner 채널 돌파
emaPeriod=13, atrPeriod=22, mult=3.5
15.6%-69.8%0.530.223.2x145%
볼린저 밴드 돌파
n=48, k=2.5
14.9%-86.3%0.510.173.1x1412%
Supertrend
period=26, mult=4
8.4%-87.1%0.460.101.9x3029%
ADX / DI 방향성
period=20, threshold=26
8.8%-88.1%0.440.102.0x2615%
ROC 모멘텀
n=40, threshold=0.08
0.5%-93.5%0.350.011.0x7622%
SMA 크로스오버
fast=24, slow=37
-1.1%-93.1%0.34-0.010.9x4632%
Donchian 채널 돌파
entryN=75, exitN=15
2.7%-92.7%0.310.031.2x1011%
Parabolic SAR
step=0.02, maxStep=0.28
-10.2%-97.4%0.27-0.100.4x16040%
EMA 크로스오버
fast=57, slow=103
-4.3%-93.0%0.20-0.050.7x1015%
MACD
fast=13, slow=19, signal=5
-17.9%-96.8%0.17-0.180.2x19550%
Buy and hold-38.5%-99.8%0.09-0.390.0x1100%
0.1 1x 2019 2020 2021 2022 2023 2024 2025 2026 Keltner 채널 돌파Buy and hold
Keltner 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -25% -50% -75% -100% 2019 2020 2021 2022 2023 2024 2025 2026 Buy and holdKeltner 채널 돌파
Keltner 채널 돌파 maximum drawdown -69.8% (2021-02-10 → 2025-07-30), prior peak not yet recovered.

Rules of the top strategy

Breaking above the channel top (average plus a multiple of volatility) signals an upside breakout.

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 setupAll asset reports

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