Remove unused rules of Framework 3.0.4 QQQ/PSQ | AR 49.6% | DD 15.7% | BT 20Oct11 - 08Aug23
Today’s Change (Mar 17, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A daily, rule-based rotation around Nasdaq tech exposure (QQQ) with hedges (PSQ, UVXY, Treasuries) to guard against downturns; uses momentum/RSI signals and regime checks (overbought/oversold SPY) to switch between growth and defense.
Plain-language description of how it works:
- The strategy watches a few main building blocks: a tech-focused ETF (QQQ), its inverse (PSQ), a broad-market proxy (SPY), and several hedges tied to bonds and volatility (TLT, TMV, TMF, IEF, BIL, UVXY). It also uses dollar-based hedges and currency proxies (UUP) and bear-market proxies like SPXU. The goal is to ride upswings in equities when conditions look good, while having ready-made hedges to limit losses when risk rises.
- It starts by checking if the S&P 500 (SPY) looks overbought. If it does and Nasdaq (QQQ) is showing relative strength, the system leans toward hedging or reducing long risk and, in some cases, adds volatility exposure (UVXY) or inverse Nasdaq exposure (PSQ). This is the “Overbought S&P” scenario: sell rallies and buy protection.
- If the S&P looks extremely oversold, the model shifts toward risk-on behavior. It prioritizes buying Nasdaq-related exposure (QQQ or TQQQ in some cases) and uses momentum or price-action screens to pick the best Nasdaq option. The logic is: when the market is beaten down but momentum shows improvement, lean into equities again.
- There are explicit bear-market defense stacks that kick in during regimes like high inflation or rising rates. Those stacks favor hedges (PSQ, UVXY, TMV, TMF) and defensive bonds (TLT, IEF, BIL) to dampen downturns, sometimes at the cost of reduced upside during rallies.
- The framework uses a “top/bottom” selection process among assets, ranking candidates by momentum, relative strength, or moving-average returns over different time windows. When a scenario is active, the system tends to allocate a single asset’s full weight (equal-cash weighting when not in a specific scenario) to simplify risk and ensure clarity of exposure.
- Rebalancing happens daily, so positions can change quickly as signals flip. This keeps the strategy aligned with current signals but also increases trading costs and turnover.
- In short: it’s a disciplined, signal-driven rotation between growth exposure (QQQ/TQQQ) and defensive hedges (PSQ, UVXY, TMV, Treasuries) using a suite of momentum and cross-asset checks, primarily focused on QQQ/PSQ dynamics with SPY as the trigger for regime shifts.
Out-of-sample edge: ~23.45% annualized return vs ~23.21% (S&P), with lower drawdown (15.84% vs 18.76%), Calmar ~1.48 and Sharpe ~1.16. A rules-based QQQ rotation with hedges to capture upside while limiting losses.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.31 | 0.56 | 0.22 | 0.46 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 605.13% | 14.55% | -1.77% | 0.2% | 0.89 | |
| 20,222.31% | 44.72% | -3.29% | -5.64% | 1.92 |
Initial Investment
$10,000.00
Final Value
$2,032,230.70Regulatory Fees
$7,470.24
Total Slippage
$49,991.47
Invest in this strategy
OOS Start Date
Dec 27, 2022
Trading Setting
Daily
Type
Stocks
Category
Quantitative rotation, momentum/rsi, etf hedging, multi-asset strategy, leveraged/inverse exposure
Tickers in this symphonyThis symphony trades 15 assets in total
Ticker
Type
BIL
State Street SPDR Bloomberg 1-3 Month T-Bill ETF
Stocks
BSV
Vanguard Short-Term Bond ETF
Stocks
DBC
Invesco DB Commodity Index Tracking Fund
Stocks
IEF
iShares 7-10 Year Treasury Bond ETF
Stocks
PSQ
ProShares Short QQQ
Stocks
QQQ
Invesco QQQ Trust, Series 1
Stocks
SOXL
Direxion Daily Semiconductor Bull 3X ETF
Stocks
SPHB
Invesco S&P 500 High Beta ETF
Stocks
SPXU
ProShares UltraPro Short S&P 500
Stocks
SPY
State Street SPDR S&P 500 ETF Trust
Stocks