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A symphony is an automated trading strategy — Learn more about symphonies here
About
A rule-based, regime-driven tilt between volatility hedges, levered tech bets, broad equities, and cash, triggered by short-term momentum and long-term trend signals across SPY/QQQ and related proxies.
What it does in plain language:
1) Start with cash. The system normally keeps the portfolio in cash unless a signal fires.
2) If momentum is very extreme on broad market proxies (think: the market looks overheated using a short-term momentum rule), it puts the entire position into UVXY (a volatility ETF) as a hedge/bad-news bet.
3) The decision chain also tests a slew of related momentum signals on SPY, QQQ, and other proxies. If those cross thresholds, UVXY can be chosen as the asset to hold.
4) If the market isn’t signaling a volatility spike, it looks at a longer trend signal for QQQ (is the price below its long-term 400-day average?). If yes, it tilts into ultra-levered tech/semiconductors (TQQQ, TECL, SOXL) or related leveraged bets to try to catch a rebound, sometimes including SVXY as part of the pool.
5) If even that path isn’t triggered, it defaults to broad exposure like QQQ; as a last resort, it may favor RWM (a way to reduce small-cap exposure).
6) Rebalancing is not regular; changes happen when a signal fires and, in any case, weights tend to be full allocations to the chosen asset (100/100 when a branch fires).
7) The whole framework uses a ladder of RSI thresholds (often around 79–80) and moving-average relationships to define regimes, with a heavy tilt toward volatility hedges and levered tech in certain regimes and toward broad exposure or hedges in others. The net effect is a rapid, signal-driven rotation between volatility hedges, levered tech bets, broad equity, and small-cap deflation hedges, with a cash anchor and limited rebalancing.
Out-of-sample, this regime-driven strategy outperforms SPY on risk-adjusted terms: ~74% annualized return vs ~17%, Sharpe ~1.16 vs ~1.0, Calmar ~2.0. It uses volatility hedges and leveraged tech to capture upside, with a ~37% max drawdown.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.7 | 1.9 | 0.26 | 0.51 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 669.43% | 15.2% | -1.77% | 0.2% | 0.93 | |
| 9,786,495.55% | 121.91% | -9.74% | 3.05% | 1.57 |
Initial Investment
$10,000.00
Final Value
$978,659,554.54Regulatory Fees
$1,694,757.11
Total Slippage
$12,170,132.03
Invest in this strategy
OOS Start Date
Jul 3, 2024
Trading Setting
Threshold 10%
Type
Stocks
Category
Rule-based, tactical, multi-asset, volatility-hedging, leveraged-tech
Tickers in this symphonyThis symphony trades 12 assets in total
Ticker
Type
QQQ
Invesco QQQ Trust, Series 1
Stocks
RWM
ProShares Short Russell2000
Stocks
SOXL
Direxion Daily Semiconductor Bull 3X ETF
Stocks
SPY
State Street SPDR S&P 500 ETF Trust
Stocks
SVXY
ProShares Short VIX Short-Term Futures ETF
Stocks
TECL
Direxion Daily Technology Bull 3x ETF
Stocks
TQQQ
ProShares UltraPro QQQ
Stocks
UVXY
ProShares Ultra VIX Short-Term Futures ETF
Stocks
VOX
Vanguard Communication Services ETF
Stocks
VTV
Vanguard Value ETF
Stocks