Reversion Lever CAGR Optimization w/ Python
Today’s Change (Oct 22, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A high-risk market-timing strategy that rotates into one leveraged fund at a time based on overall market trend, speculative heat, and whichever asset has recently been strongest.
This strategy first checks whether the U.S. stock market is healthy by comparing SPY (a stand-in for the S&P 500) to its 100-day average price.
If the market looks weak, it either hunts for a short-term bounce in beaten-down aggressive assets or buys whatever has been the strongest winner lately—even if that’s a market-crash fund.
If the market looks healthy, it normally buys the strongest high-risk asset, but if speculation looks overheated, it temporarily switches into a volatility fund that can rise when stocks fall.
Out-of-sample edge: Sharpe 1.07 vs SPY 0.50; 77.8% vs 5.6% annualized return; Calmar 2.09. A regime-switching, momentum-driven strategy chasing big upside with disciplined risk, aiming for far stronger risk-adjusted gains than the S&P 500.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 3.84 | 1.65 | 0.05 | 0.23 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 36.57% | 21.88% | -0.05% | 3.57% | 1.25 | |
| 22,075.55% | 2,983.68% | -10.62% | 33.39% | 3.44 |
Initial Investment
$10,000.00
Final Value
$2,217,554.98Regulatory Fees
$1,424.39
Total Slippage
$11,736.09
Invest in this strategy
OOS Start Date
Jun 4, 2026
Trading Setting
Threshold 10%
Type
Stocks
Category
Tactical asset allocation, leveraged etf rotation, regime switching, momentum, contrarian hedge, crypto exposure
Tickers in this symphonyThis symphony trades 29 assets in total
Ticker
Type
BITX
2x Bitcoin ETF
Stocks
CONL
GraniteShares ETF Trust GraniteShares 2x Long COIN Daily ETF
Stocks
CURE
Direxion Daily Healthcare Bull 3X ETF
Stocks
DJTU
T-REX 2X Long DJT Daily Target ETF
Stocks
DRN
Direxion Daily Real Estate Bull 3X ETF
Stocks
ERX
Direxion Daily Energy Bull 2X ETF
Stocks
ETHU
2x Ether ETF
Stocks
FAS
Direxion Daily Financial Bull 3x ETF
Stocks
FBL
GraniteShares ETF Trust GraniteShares 2x Long META Daily ETF
Stocks
GDXU
MicroSectors Gold Miners 3x Leveraged ETN
Stocks