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 very aggressive market-timing strategy that rotates into a single leveraged asset based on market trend, short-term overheating/weakness, and recent winners.
This strategy first asks: is the overall U.S. stock market healthy or weak? It uses SPY (a stand-in for the S&P 500) and compares today’s price to its 200-day average.
If the market looks weak, it checks whether aggressive stocks seem beaten down using HIBL. If they do, it buys the risky asset that has bounced the most very recently. If not, it buys whichever asset has been strongest over the last few weeks—even if that is a “fear” trade like volatility or an inverse fund.
If the market looks healthy, it usually buys the strongest high-growth asset, but if high-risk stocks look extremely overheated, it switches into a volatility fund that can benefit from a sudden scare.
Regime-switching, momentum-driven strategy pivots to the strongest leveraged and volatility bets. Out-of-sample metrics show attractive risk-adjusted returns (Sharpe ~2.1, Calmar ~11) vs the S&P, with higher drawdowns in stress regimes.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 3.33 | 1.57 | 0.05 | 0.22 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 36.57% | 21.88% | -0.05% | 3.57% | 1.25 | |
| 10,288.85% | 1,805.63% | -10.62% | 33.39% | 3.09 |
Initial Investment
$10,000.00
Final Value
$1,038,884.71Regulatory Fees
$758.72
Total Slippage
$6,060.50
Invest in this strategy
OOS Start Date
Apr 7, 2026
Trading Setting
Threshold 10%
Type
Stocks
Category
Tactical asset allocation, regime switching, momentum, mean reversion, leveraged etfs, volatility trading, 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