Trend-Following Backtester · Guide · backtest 한국어

equity · US

Fortinet, Inc. backtest

10 trend-following strategies were compared on the full daily history of Fortinet, Inc.. 0 beat buy-and-hold CAGR; 볼린저 밴드 돌파 ranks first by Sharpe, matching the main backtester.

Data 2009-11-18 ~ 2026-07-31daily bars 4,199 (16.7 years)Costs 0.5%Venue XNASMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 31.5%, drawdown -51.2%).

Sharpe leader (same as main): 볼린저 밴드 돌파 — CAGR 16.0%, MDD -30.1%, Sharpe 0.85, 33% exposure.

CAGR reference leader: ROC 모멘텀 — CAGR 30.0%, MDD -51.4%, exposure 100%. It is hold-like at 95%+ exposure and is not used as the featured strategy.

No strategy retained at least 75% of buy-and-hold CAGR while reducing drawdown by both 20% relatively and 5 percentage points absolutely.

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
볼린저 밴드 돌파
n=56, k=2.8
16.0%-30.1%0.850.5311.8x3533%
ROC 모멘텀
Hold-like · Exposure 100%
n=1, threshold=-0.11
30.0%-51.4%0.840.5880.2x29100%
ADX / DI 방향성
period=30, threshold=17
13.0%-40.3%0.760.327.7x7329%
Keltner 채널 돌파
emaPeriod=51, atrPeriod=12, mult=2.3
16.7%-41.9%0.750.4013.3x6747%
SMA 크로스오버
fast=23, slow=36
18.9%-56.3%0.720.3417.9x12762%
Supertrend
period=18, mult=4.2
17.6%-60.5%0.680.2914.9x6162%
Donchian 채널 돌파
entryN=15, exitN=29
18.6%-63.4%0.670.2917.3x8174%
EMA 크로스오버
fast=23, slow=42
15.5%-64.0%0.620.2411.0x7763%
MACD
fast=13, slow=30, signal=17
5.5%-64.0%0.330.092.5x24851%
Parabolic SAR
step=0.015, maxStep=0.22
3.7%-72.3%0.270.051.8x30157%
Buy and hold31.5%-51.2%0.870.6297.0x1100%
1x 10x 2010 2013 2016 2019 2022 2025 ROC 모멘텀볼린저 밴드 돌파Buy and hold
볼린저 밴드 돌파 (Sharpe leader), ROC 모멘텀 (CAGR reference), Buy and hold.
0% -13% -26% -39% -51% 2010 2013 2016 2019 2022 2025 Buy and holdROC 모멘텀볼린저 밴드 돌파
볼린저 밴드 돌파 maximum drawdown -30.1% (2011-04-05 → 2013-08-28), recovered after 2,527 days.

Rules of the top strategy

Breaking above the upper band (average plus a multiple of volatility) signals a strong move up.

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 setupAll asset reports

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