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Trend-Following Backtester · Guide · backtest 한국어

equity · MX

Alphabet Inc. Class C backtest

10 trend-following strategies were compared on the full daily history of Alphabet Inc. Class C. 9 beat buy-and-hold CAGR; ROC 모멘텀 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is Donchian 채널 돌파 (CAGR 13.5%, MDD -16.6%).

Data 2014-04-02 ~ 2026-09-30daily bars 3,143 (12.5 years)Costs 0.5%Venue BMVMonthly snapshot 2026-09-30

Results by strategy

9 of 10 beat buy and hold (CAGR -1.3%, drawdown -95.5%).

Sharpe leader (same as main): ROC 모멘텀 — CAGR 26.0%, MDD -31.0%, Sharpe 1.04, 86% exposure.

Return/drawdown alternative: Donchian 채널 돌파 — CAGR is 27.3%p higher than buy and hold, while drawdown improves by 64.5%p (CAGR 13.5%, MDD -16.6%, exposure 49%).

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
ROC 모멘텀
n=148, threshold=-0.09
26.0%-31.0%1.040.8418.0x1986%
SMA 크로스오버
fast=18, slow=210
23.6%-24.0%1.020.9814.1x1275%
EMA 크로스오버
fast=58, slow=72
20.2%-29.1%0.920.7010.0x1870%
Donchian 채널 돌파
entryN=82, exitN=27
13.5%-16.6%0.770.814.9x3649%
Keltner 채널 돌파
emaPeriod=56, atrPeriod=7, mult=3.1
13.1%-20.5%0.760.644.7x5448%
Supertrend
period=12, mult=4.2
13.7%-35.0%0.710.395.0x8458%
볼린저 밴드 돌파
n=59, k=1.8
10.0%-30.7%0.610.333.3x5649%
MACD
fast=24, slow=55, signal=20
9.5%-42.2%0.550.233.1x10752%
ADX / DI 방향성
period=28, threshold=11
3.6%-34.2%0.280.101.5x14453%
Parabolic SAR
step=0.01, maxStep=0.12
-16.6%-96.2%0.05-0.170.1x15756%
Buy and hold-1.3%-95.5%0.49-0.010.8x1100%
0.1 1x 10x 2015 2017 2019 2021 2023 2025 ROC 모멘텀Buy and hold
ROC 모멘텀: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -24% -48% -72% -95% 2015 2017 2019 2021 2023 2025 Buy and holdROC 모멘텀
ROC 모멘텀 maximum drawdown -31.0% (2025-02-04 → 2025-04-21), recovered after 223 days.

Rules of the top strategy

Rides the trend when recent return (momentum) over a window is above a threshold.

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 MX assetsAll asset reports

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