Trend-Following Backtester · Guide · backtest 한국어

equity · US

Chipotle Mexican Grill, Inc. backtest

10 trend-following strategies were compared on the full daily history of Chipotle Mexican Grill, Inc.. 0 beat buy-and-hold CAGR; EMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is EMA 크로스오버 (CAGR 19.6%, MDD -40.1%).

Data 2006-01-26 ~ 2026-07-31daily bars 5,160 (20.5 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 20.0%, drawdown -74.6%).

Sharpe leader (same as main): EMA 크로스오버 — CAGR 19.6%, MDD -40.1%, Sharpe 0.81, 63% exposure.

Return/drawdown alternative: EMA 크로스오버 — CAGR is 0.4%p lower than buy and hold, while drawdown improves by 34.5%p (CAGR 19.6%, MDD -40.1%, 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
EMA 크로스오버
fast=8, slow=175
19.6%-40.1%0.810.4939.0x5063%
SMA 크로스오버
fast=41, slow=212
18.2%-50.2%0.750.3630.8x2065%
Supertrend
period=15, mult=4.4
17.9%-47.9%0.750.3729.1x7760%
ROC 모멘텀
n=101, threshold=0.06
14.9%-39.9%0.690.3717.2x14854%
Donchian 채널 돌파
entryN=153, exitN=53
13.8%-42.4%0.690.3314.3x3248%
Keltner 채널 돌파
emaPeriod=58, atrPeriod=26, mult=1.5
12.3%-43.7%0.600.2810.7x13153%
ADX / DI 방향성
period=29, threshold=16
9.7%-48.2%0.570.206.6x13036%
볼린저 밴드 돌파
n=56, k=1.4
10.3%-38.1%0.550.277.4x10946%
Parabolic SAR
step=0.015, maxStep=0.06
10.0%-59.3%0.490.177.0x26157%
MACD
fast=17, slow=72, signal=16
6.7%-69.3%0.380.103.8x20752%
Buy and hold20.0%-74.6%0.670.2742.1x1100%
1x 10x 2007 2010 2013 2016 2019 2022 2025 EMA 크로스오버Buy and hold
EMA 크로스오버: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -19% -37% -56% -75% 2007 2010 2013 2016 2019 2022 2025 Buy and holdEMA 크로스오버
EMA 크로스오버 maximum drawdown -40.1% (2021-09-23 → 2023-02-24), recovered after 903 days.

Rules of the top strategy

Uses two exponential averages (more weight on recent prices) and trades their crossover.

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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