Trend-Following Backtester · Guide · backtest 한국어

equity · US

Brightstar Lottery PLC Trading under the Legal Name to begin at the market open on July 21, 2025. backtest

10 trend-following strategies were compared on the full daily history of Brightstar Lottery PLC Trading under the Legal Name to begin at the market open on July 21, 2025.. 4 beat buy-and-hold CAGR; SMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is ROC 모멘텀 (CAGR 10.4%, MDD -49.8%).

Data 1990-03-26 ~ 2026-07-31daily bars 9,154 (36.3 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-07-31

Results by strategy

4 of 10 beat buy and hold (CAGR 8.6%, drawdown -92.3%).

Sharpe leader (same as main): SMA 크로스오버 — CAGR 15.5%, MDD -64.4%, Sharpe 0.65, 53% exposure.

Return/drawdown alternative: ROC 모멘텀 — CAGR is 6.8%p higher than buy and hold, while drawdown improves by 27.9%p (CAGR 10.4%, MDD -49.8%, exposure 31%).

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
SMA 크로스오버
fast=21, slow=186
15.5%-64.4%0.650.24187.2x5853%
Donchian 채널 돌파
entryN=95, exitN=71
13.6%-58.8%0.610.23102.5x4251%
EMA 크로스오버
fast=12, slow=147
12.4%-64.0%0.560.1969.1x8854%
ROC 모멘텀
n=121, threshold=0.2
10.4%-49.8%0.560.2136.9x22231%
ADX / DI 방향성
period=50, threshold=14
7.9%-44.9%0.500.1815.8x11426%
볼린저 밴드 돌파
n=59, k=2.4
7.9%-52.0%0.470.1515.9x9431%
Keltner 채널 돌파
emaPeriod=57, atrPeriod=12, mult=4
6.6%-55.9%0.430.1210.1x8026%
Supertrend
period=19, mult=2.9
7.6%-82.3%0.390.0914.2x25652%
Parabolic SAR
step=0.015, maxStep=0.06
3.0%-88.8%0.250.033.0x49453%
MACD
fast=21, slow=54, signal=21
-2.0%-94.6%0.08-0.020.5x36650%
Buy and hold8.6%-92.3%0.410.0920.3x1100%
1x 10x 100x 1991 1996 2001 2006 2011 2016 2021 2026 SMA 크로스오버Buy and hold
SMA 크로스오버: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -23% -46% -69% -92% 1991 1996 2001 2006 2011 2016 2021 2026 Buy and holdSMA 크로스오버
SMA 크로스오버 maximum drawdown -64.4% (2009-09-14 → 2020-10-28), recovered after 4,259 days.

Rules of the top strategy

When the short average rises above the long average, it reads that as an uptrend starting.

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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