QQQ Since 2007
Today’s Change (Nov 6, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A daily Nasdaq-focused strategy that shifts between QQQ, leveraged tech funds, inverse funds, and Treasury bonds based on market trend, short-term momentum, and crash protection rules.
This strategy mainly bets on the Nasdaq-100 (QQQ), which is heavy in large technology companies. It checks each day whether the market looks healthy, overheated, weak, or crashing.
When conditions look good, it usually owns QQQ. If stocks look too hot too fast, it moves into Treasury bonds (TLT/IEF) or very short-term Treasuries (SHV) for defense. In weaker or bear markets, it may hedge or bet against the Nasdaq using PSQ or QID, and sometimes uses leveraged funds like QLD to make a stronger bullish bet after sharp drops.
Out-of-sample annualized return ~21.4% vs S&P 500 ~16.8%, driven by Nasdaq tilt with adaptive hedging. Higher upside but larger drawdowns (~23% vs ~19%) and slightly lower risk-adjusted Sharpe. Suitable for higher risk tolerance and tech emphasis.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.34 | 0.59 | 0.15 | 0.39 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 638.76% | 14.46% | -5.4% | -4.54% | 0.9 | |
| 32,859.96% | 47.93% | -14.43% | -9.7% | 1.67 |
Initial Investment
$10,000.00
Final Value
$3,295,995.65Regulatory Fees
$6,550.05
Total Slippage
$55,857.08
Invest in this strategy
OOS Start Date
Feb 2, 2024
Trading Setting
Daily
Type
Stocks
Category
Tactical asset allocation, trend following, mean reversion, nasdaq-100, leveraged etfs, inverse etfs, treasury rotation
Tickers in this symphonyThis symphony trades 10 assets in total
Ticker
Type
IEF
iShares 7-10 Year Treasury Bond ETF
Stocks
PSQ
ProShares Short QQQ
Stocks
QID
ProShares UltraShort QQQ
Stocks
QLD
ProShares Ultra QQQ
Stocks
QQQ
Invesco QQQ Trust, Series 1
Stocks
SHV
iShares Trust iShares 0-1 Year Treasury Bond ETF
Stocks
SMH
VanEck Semiconductor ETF
Stocks
SPY
State Street SPDR S&P 500 ETF Trust
Stocks
TLT
iShares 20+ Year Treasury Bond ETF
Stocks
USD
ProShares Ultra Semiconductors
Stocks