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Trend-Following Backtester · Guide · backtest 한국어

equity · US

Workiva Inc. backtest

10 trend-following strategies were compared on the full daily history of Workiva Inc.. 5 beat buy-and-hold CAGR; Donchian 채널 돌파 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is EMA 크로스오버 (CAGR 23.7%, MDD -31.4%).

Data 2014-12-12 ~ 2026-08-31daily bars 2,945 (11.7 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-08-31

Results by strategy

5 of 10 beat buy and hold (CAGR 16.2%, drawdown -72.5%).

Sharpe leader (same as main): Donchian 채널 돌파 — CAGR 26.6%, MDD -35.3%, Sharpe 0.93, 59% exposure.

Return/drawdown alternative: EMA 크로스오버 — CAGR is 10.5%p higher than buy and hold, while drawdown improves by 37.1%p (CAGR 23.7%, MDD -31.4%, exposure 59%).

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=39, exitN=43
26.6%-35.3%0.930.7515.9x2359%
EMA 크로스오버
fast=20, slow=106
23.7%-31.4%0.870.7612.1x2559%
SMA 크로스오버
fast=11, slow=143
22.9%-32.5%0.840.7111.2x2558%
Supertrend
period=29, mult=5
21.0%-37.6%0.790.569.3x2957%
MACD
fast=23, slow=70, signal=30
20.2%-55.6%0.770.368.6x7353%
볼린저 밴드 돌파
n=26, k=3.4
7.8%-22.0%0.730.352.4x1611%
Keltner 채널 돌파
emaPeriod=38, atrPeriod=23, mult=3.5
10.7%-27.2%0.700.393.3x2521%
ROC 모멘텀
n=72, threshold=0.01
14.9%-43.4%0.610.345.1x10358%
ADX / DI 방향성
period=24, threshold=9
10.7%-47.0%0.510.233.3x16355%
Parabolic SAR
step=0.005, maxStep=0.18
2.3%-66.1%0.220.041.3x10758%
Buy and hold16.2%-72.5%0.560.225.8x1100%
1x 10x 2015 2017 2019 2021 2023 2025 Donchian 채널 돌파Buy and hold
Donchian 채널 돌파: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -18% -36% -54% -72% 2015 2017 2019 2021 2023 2025 Buy and holdDonchian 채널 돌파
Donchian 채널 돌파 maximum drawdown -35.3% (2021-11-09 → 2022-09-22), recovered after 497 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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