NOVA Example Safety Sort Feaver Mod
Today’s Change (Mar 17, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A multi-theme momentum strategy that allocates across leveraged bond, volatility, tech/semiconductor, and broad-market exposures, using RSI and moving-average signals to choose which ETFs to hold. It blends multiple signals with equal-weighted themes and has no fixed rebalancing cadence, aiming to ride trends while hedging risk.
- The system divides capital among multiple themes (modules) rather than putting all money in one place.
- Each theme looks at simple, intuitive signals: Is the asset’s price going up lately? Is momentum strong enough? Is the short-term momentum higher than longer-term momentum? Is the asset oversold or overbought?
- For each theme, the algorithm selects one or more ETFs to hold based on those signals. Examples of themes include leveraged bonds (TMF/TMV), volatility plays (UVXY/SVXY), tech/semiconductors (TECL/TQQQ/SOXL), and broad-market hedges (SPY/QQQ with related shorts).
- Within each theme, a series of checks (mostly RSI and moving-average comparisons) decide whether to go long a given ETF, switch to a related hedge, or stay in cash. The logic often uses short windows (e.g., 10-day RSI) to gauge near-term momentum and longer windows (e.g., 50-135 days) to confirm trend direction.
- After each signal, a top/bottom selection step (e.g., pick the best one or the bottom loser) determines which asset to own in that theme. Some parts of the tree explicitly select the top 1 asset; others map to a single asset if conditions are met.
- The modules then aggregate into a single portfolio with a fixed cash weighting (often 100%) per module, effectively combining many small bets. There is no hard, automatic rebalancing cadence; exposure can drift within the defined corridor.
- The design includes hedging: volatility exposure (UVXY, SVXY) and, in some branches, short SPY overlays are used to reduce risk when momentum signals weaken or market risk rises.
- Overall risk: the strategy uses levered ETFs (e.g., TMF, SOXL, TQQQ, TECL) which magnify both gains and losses, and relies on multiple signals to avoid whipsaws. It is best understood as a diversified, rule-based, momentum-driven overlay rather than a static, buy-and-hold approach.
Diversified, rule-based momentum across bonds, volatility, tech, and broad markets with hedging. Out-of-sample results show weaker risk-adjusted returns and larger drawdowns vs the S&P 500, but it adds diversification and downside protection when paired with SPY.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.66 | 0.14 | 0.01 | 0.08 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 124.75% | 14.04% | -1.77% | 0.2% | 0.74 | |
| 4,480.11% | 86% | 23.29% | 26.07% | 1.96 |
Initial Investment
$10,000.00
Final Value
$458,011.00Regulatory Fees
$2,259.32
Total Slippage
$14,200.37
Invest in this strategy
OOS Start Date
Sep 11, 2024
Trading Setting
Threshold 10%
Type
Stocks
Category
Multi-strategy, momentum, etf-based, risk-managed, leveraged-bonds, volatility, market-timing
Tickers in this symphonyThis symphony trades 26 assets in total
Ticker
Type
BIL
State Street SPDR Bloomberg 1-3 Month T-Bill ETF
Stocks
BND
Vanguard Total Bond Market
Stocks
BSV
Vanguard Short-Term Bond ETF
Stocks
BTAL
AGF U.S. Market Neutral Anti-Beta Fund
Stocks
HIBL
Direxion Daily S&P 500 High Beta Bull 3X ETF
Stocks
PSQ
ProShares Short QQQ
Stocks
QQQ
Invesco QQQ Trust, Series 1
Stocks
SH
ProShares Short S&P500
Stocks
SHV
iShares Trust iShares 0-1 Year Treasury Bond ETF
Stocks
SHY
iShares 1-3 Year Treasury Bond ETF
Stocks