Trend-Following Backtester · Guide · backtest 한국어

equity · US

LegalZoom.com, Inc. backtest

10 trend-following strategies were compared on the full daily history of LegalZoom.com, Inc.. 10 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 3.7%, MDD -25.6%).

Data 2021-06-30 ~ 2026-07-31daily bars 1,277 (5.1 years)Costs 0.5%Venue XNASMonthly snapshot 2026-07-31

Results by strategy

10 of 10 beat buy and hold (CAGR -26.6%, drawdown -86.2%).

Sharpe leader (same as main): Donchian 채널 돌파 — CAGR 3.7%, MDD -25.6%, Sharpe 0.28, 20% exposure.

CAGR reference leader: SMA 크로스오버 — CAGR 3.7%, MDD -55.8%, exposure 36%.

Return/drawdown alternative: Donchian 채널 돌파 — CAGR is 30.3%p higher than buy and hold, while drawdown improves by 60.6%p (CAGR 3.7%, MDD -25.6%, exposure 20%).

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=53, exitN=19
3.7%-25.6%0.280.141.2x1120%
SMA 크로스오버
fast=57, slow=111
3.7%-55.8%0.280.071.2x936%
볼린저 밴드 돌파
n=58, k=1.3
1.7%-32.9%0.190.051.1x1725%
Keltner 채널 돌파
emaPeriod=39, atrPeriod=19, mult=2.9
-0.2%-36.5%0.09-0.011.0x1318%
ROC 모멘텀
n=67, threshold=0.06
-2.1%-48.8%0.08-0.040.9x3930%
EMA 크로스오버
fast=35, slow=52
-3.5%-57.9%0.06-0.060.8x1335%
Supertrend
period=13, mult=4.4
-7.7%-59.7%-0.06-0.130.7x1747%
ADX / DI 방향성
period=28, threshold=20
-4.3%-43.1%-0.16-0.100.8x1416%
Parabolic SAR
step=0.045, maxStep=0.24
-17.6%-73.0%-0.34-0.240.4x17347%
MACD
fast=16, slow=43, signal=17
-23.6%-81.3%-0.44-0.290.3x5353%
Buy and hold-26.6%-86.2%-0.24-0.310.2x1100%
1x 2022 2023 2024 2025 2026 SMA 크로스오버Donchian 채널 돌파Buy and hold
Donchian 채널 돌파 (Sharpe leader), SMA 크로스오버 (CAGR reference), Buy and hold.
0% -22% -43% -65% -86% 2022 2023 2024 2025 2026 Buy and holdSMA 크로스오버Donchian 채널 돌파
Donchian 채널 돌파 maximum drawdown -25.6% (2025-03-05 → 2026-07-23), prior peak not yet recovered.

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 setupAll asset reports

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