Reversion Lever CAGR Optimization w/ Python
Today’s Change (Jun 22, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A tactical, one‑position strategy. It checks the market trend and a simple hot/cold gauge on high‑risk stocks, then buys the strongest recent performer (or a hedge in weak markets). It uses 2–3x leveraged funds, so both gains and losses are amplified.
1) Trend: Is the S&P 500 above its 200‑day average? Above = risk‑on; below = defensive. 2) Heat gauge: a 0–100 hot/cold read on HIBL (amplified high‑risk stocks). Cold (<40) = look for rebounds; Hot (>78) = expect a pullback. 3) Pick one fund: choose the recent leader. In risk‑on it leans to aggressive longs (tech, crypto, biotech, energy). In defensive it can also pick hedges (volatility, short tech, inverse oil). Single holding; rotates as signals change; uses 2–3x leveraged ETFs.
Out-of-sample, this single-position leveraged strategy delivers superior risk-adjusted returns vs the S&P: Sharpe ~3.38, Calmar ~65, and strong alpha by riding momentum leaders (with risk-off hedges). Higher upside with disciplined risk.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 3.96 | 1.42 | 0.05 | 0.21 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 31.18% | 24.51% | 0.09% | 13.88% | 1.3 | |
| 7,906.51% | 3,346.64% | 19.56% | 127.74% | 3.55 |
Initial Investment
$10,000.00
Final Value
$800,651.01Regulatory Fees
$446.04
Total Slippage
$3,660.42
Invest in this strategy
OOS Start Date
Apr 7, 2026
Trading Setting
Threshold 10%
Type
Stocks
Category
Trend filter, mean reversion, momentum, sector rotation, leveraged etfs, crypto, volatility, risk-on/risk-off
Tickers in this symphonyThis symphony trades 29 assets in total
Ticker
Type
BITX
2x Bitcoin Strategy 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