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Trend-Following Backtester · Guide · backtest 한국어

equity · IT

PharmaNutra S.p.A. backtest

10 trend-following strategies were compared on the full daily history of PharmaNutra S.p.A.. 2 beat buy-and-hold CAGR; Donchian 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Supertrend (CAGR 21.9%, MDD -29.2%).

Data 2017-07-18 ~ 2026-09-30daily bars 2,337 (9.2 years)Costs 0.5%Venue MILMonthly snapshot 2026-09-30

Results by strategy

2 of 10 beat buy and hold (CAGR 19.6%, drawdown -50.4%).

Sharpe leader (same as main): Donchian 채널 돌파 — CAGR 24.6%, MDD -30.7%, Sharpe 1.13, 55% exposure.

Return/drawdown alternative: Supertrend — CAGR is 4.9%p higher than buy and hold, while drawdown improves by 19.8%p (CAGR 21.9%, MDD -29.2%, exposure 63%).

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=42, exitN=28
24.6%-30.7%1.130.807.5x1655%
Supertrend
period=33, mult=3.1
21.9%-29.2%1.010.756.2x3463%
Keltner 채널 돌파
emaPeriod=76, atrPeriod=37, mult=1.9
18.9%-29.3%0.960.644.9x2849%
볼린저 밴드 돌파
n=58, k=1.7
17.5%-23.3%0.940.754.4x3243%
ADX / DI 방향성
period=18, threshold=33
11.8%-16.3%0.900.732.8x2818%
EMA 크로스오버
fast=39, slow=60
17.2%-39.7%0.850.434.3x2060%
SMA 크로스오버
fast=71, slow=218
17.8%-44.8%0.830.404.5x962%
ROC 모멘텀
n=51, threshold=0.05
12.6%-21.9%0.720.583.0x8240%
Parabolic SAR
step=0.005, maxStep=0.32
13.8%-37.2%0.720.373.3x6655%
MACD
fast=12, slow=43, signal=13
4.9%-28.0%0.350.171.5x13845%
Buy and hold19.6%-50.4%0.760.395.2x1100%
1x 2018 2020 2022 2024 2026 Donchian 채널 돌파Buy and hold
Donchian 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -13% -25% -38% -50% 2018 2020 2022 2024 2026 Buy and holdDonchian 채널 돌파
Donchian 채널 돌파 maximum drawdown -30.7% (2024-09-13 → 2025-11-06), recovered after 493 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 selected on the same full-history sample using sharpe over 120 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 IT assetsAll asset reports

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