Trend-Following Backtester · Guide · backtest 한국어

equity · US

Apollo Global Management, Inc. (New) backtest

10 trend-following strategies were compared on the full daily history of Apollo Global Management, Inc. (New). 0 beat buy-and-hold CAGR; EMA 크로스오버 ranks first by Sharpe, matching the main backtester. The return/drawdown alternative is EMA 크로스오버 (CAGR 12.2%, MDD -35.9%).

Data 2011-03-30 ~ 2026-07-31daily bars 3,857 (15.3 years)Costs 0.5%Venue XNYSMonthly snapshot 2026-07-31

Results by strategy

0 of 10 beat buy and hold (CAGR 13.4%, drawdown -65.2%).

Sharpe leader (same as main): EMA 크로스오버 — CAGR 12.2%, MDD -35.9%, Sharpe 0.61, 60% exposure.

Return/drawdown alternative: EMA 크로스오버 — CAGR is 1.2%p lower than buy and hold, while drawdown improves by 29.3%p (CAGR 12.2%, MDD -35.9%, exposure 60%).

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=18, slow=77
12.2%-35.9%0.610.345.9x4260%
SMA 크로스오버
fast=8, slow=129
11.7%-47.2%0.590.255.4x4660%
Supertrend
period=22, mult=3.9
10.8%-44.4%0.550.244.8x6258%
볼린저 밴드 돌파
n=129, k=1.2
9.4%-37.1%0.540.254.0x3248%
ROC 모멘텀
n=121, threshold=0.09
8.8%-49.8%0.500.183.7x10448%
Donchian 채널 돌파
entryN=43, exitN=74
9.2%-47.6%0.470.193.8x3168%
MACD
fast=23, slow=34, signal=20
6.3%-61.5%0.380.102.6x15649%
Parabolic SAR
step=0.015, maxStep=0.08
5.3%-54.9%0.330.102.2x24953%
Keltner 채널 돌파
emaPeriod=27, atrPeriod=24, mult=1.7
4.2%-38.0%0.320.111.9x11436%
ADX / DI 방향성
period=26, threshold=12
3.6%-45.6%0.280.081.7x17643%
Buy and hold13.4%-65.2%0.530.216.9x1100%
1x 2012 2014 2016 2018 2020 2022 2024 2026 EMA 크로스오버Buy and hold
EMA 크로스오버: Solid strategy line versus dashed buy-and-hold line. Log scale.
0% -16% -33% -49% -65% 2012 2014 2016 2018 2020 2022 2024 2026 Buy and holdEMA 크로스오버
EMA 크로스오버 maximum drawdown -35.9% (2024-12-11 → 2026-06-29), prior peak not yet recovered.

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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