Reversion Lever CAGR Optimization w/ Python
Today’s Change (Jun 23, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A rules-based swing strategy: it checks the market trend and a “heat gauge,” then puts 100% into a single, fast-moving ETF (leveraged sector plays, crypto, or volatility) with the best recent pop. If the uptrend looks overheated, it briefly switches to volatility (UVXY).
1) Trend check: is SPY above its 100‑day average? Above = uptrend, below = downtrend.
2) Heat gauge: HIBL’s RSI, a 0–100 score of how fast price has risen/fallen (low = washed out, high = overheated).
3) Pick ONE fund: the top 3/19/21‑day performer in high‑octane ETFs (leveraged tech/energy/miners/small‑caps/real estate), crypto ETFs, and volatility/inverse funds. In an overheated uptrend, choose UVXY.
4) Hold until signals flip; small band avoids churn. Note: very jumpy.
Rule-based, single-position strategy uses trend + heat gauge to target top movers. In out-of-sample testing, it offers relatively better risk-adjusted performance than SPY and adds diversification through volatile-move exposure (with higher drawdown risk).
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 4.61 | 1.51 | 0.05 | 0.22 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 31.18% | 24.51% | 0.09% | 13.88% | 1.3 | |
| 16,981.77% | 6,256.23% | 19.56% | 237.27% | 3.98 |
Initial Investment
$10,000.00
Final Value
$1,708,176.62Regulatory Fees
$824.06
Total Slippage
$6,610.21
Invest in this strategy
OOS Start Date
Jun 4, 2026
Trading Setting
Threshold 10%
Type
Stocks
Category
Mean reversion, momentum rotation, trend filter, leveraged etfs, volatility trading, crypto exposure, sector rotation
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