Trend-Following Backtester · Guide · backtest 한국어

equity · US

Block, Inc. backtest

10 trend-following strategies were compared on the full daily history of Block, Inc.. 9 beat buy-and-hold CAGR; MACD ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is MACD (CAGR 32.3%, MDD -45.1%).

Data 2015-11-19 ~ 2026-07-31daily bars 2,688 (10.7 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-07-31

Results by strategy

9 of 10 beat buy and hold (CAGR 18.6%, drawdown -86.1%).

Sharpe leader (same as main): MACD — CAGR 32.3%, MDD -45.1%, Sharpe 0.92, 52% exposure.

Return/drawdown alternative: MACD — CAGR is 13.8%p higher than buy and hold, while drawdown improves by 41.0%p (CAGR 32.3%, MDD -45.1%, exposure 52%).

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
MACD
fast=22, slow=53, signal=13
32.3%-45.1%0.920.7220.0x9552%
SMA 크로스오버
fast=12, slow=33
27.0%-62.0%0.820.4412.9x7557%
Parabolic SAR
step=0.01, maxStep=0.04
26.8%-49.5%0.820.5412.7x9155%
Donchian 채널 돌파
entryN=119, exitN=40
20.9%-53.7%0.800.397.6x1132%
Keltner 채널 돌파
emaPeriod=35, atrPeriod=10, mult=0.8
22.7%-58.6%0.770.398.9x11551%
Supertrend
period=22, mult=2.6
23.4%-53.5%0.760.449.5x8353%
EMA 크로스오버
fast=4, slow=206
22.2%-55.6%0.730.408.6x3556%
볼린저 밴드 돌파
n=21, k=1
20.0%-51.3%0.710.397.0x14547%
ROC 모멘텀
n=92, threshold=0.07
19.4%-61.3%0.680.326.7x7749%
ADX / DI 방향성
period=24, threshold=13
18.3%-63.7%0.670.296.1x10546%
Buy and hold18.6%-86.1%0.590.226.2x1100%
1x 10x 2016 2018 2020 2022 2024 2026 MACDBuy and hold
MACD: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -22% -43% -65% -86% 2016 2018 2020 2022 2024 2026 Buy and holdMACD
MACD maximum drawdown -45.1% (2022-03-29 → 2022-06-30), recovered after 471 days.

Rules of the top strategy

Looks at the gap (MACD) between a short and long average crossing its own signal line.

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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