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Trend-Following Backtester · Guide · backtest 한국어

etf · US

JPMorgan BetaBuilders Canada ETF backtest

10 trend-following strategies were compared on the full daily history of JPMorgan BetaBuilders Canada ETF. 0 beat buy-and-hold CAGR; Donchian 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Donchian 채널 돌파 (CAGR 9.4%, MDD -20.8%).

Data 2018-08-09 ~ 2026-08-31daily bars 2,025 (8.1 years)Costs 0.5%Venue ARCXMonthly snapshot 2026-08-31

Results by strategy

0 of 10 beat buy and hold (CAGR 9.8%, drawdown -42.8%).

Sharpe leader (same as main): Donchian 채널 돌파 — CAGR 9.4%, MDD -20.8%, Sharpe 0.76, 81% exposure.

Return/drawdown alternative: Donchian 채널 돌파 — CAGR is 0.4%p lower than buy and hold, while drawdown improves by 22.0%p (CAGR 9.4%, MDD -20.8%, exposure 81%).

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
Donchian 채널 돌파
entryN=48, exitN=83
9.4%-20.8%0.760.452.1x981%
EMA 크로스오버
fast=38, slow=73
7.9%-22.9%0.690.351.8x1776%
SMA 크로스오버
fast=11, slow=209
7.8%-21.7%0.680.361.8x1571%
ROC 모멘텀
n=125, threshold=-0.01
6.7%-19.6%0.610.341.7x4973%
ADX / DI 방향성
period=41, threshold=14
2.9%-8.9%0.560.321.3x2216%
Keltner 채널 돌파
emaPeriod=75, atrPeriod=18, mult=4
2.9%-16.1%0.410.181.3x2141%
MACD
fast=9, slow=30, signal=15
3.5%-17.8%0.370.201.3x12650%
볼린저 밴드 돌파
n=18, k=2.8
0.5%-2.7%0.300.181.0x43%
Supertrend
period=29, mult=4.5
2.7%-39.6%0.280.071.2x4172%
Parabolic SAR
step=0.02, maxStep=0.16
1.4%-23.6%0.180.061.1x17260%
Buy and hold9.8%-42.8%0.570.232.1x1100%
1x 2019 2020 2021 2022 2023 2024 2025 2026 Donchian 채널 돌파Buy and hold
Donchian 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -11% -21% -32% -43% 2019 2020 2021 2022 2023 2024 2025 2026 Buy and holdDonchian 채널 돌파
Donchian 채널 돌파 maximum drawdown -20.8% (2022-03-30 → 2023-12-07), recovered after 1,258 days.

Rules of the top strategy

A new high means a trend starting; a new low means it’s over (turtle-trading style).

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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