QQQ Since 2007
Today’s Change (Sep 20, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A daily, rules-based Nasdaq‑100 strategy. In uptrends it holds QQQ; if things look overheated it hides in long Treasuries (TLT). In weak/down markets it rotates among Treasuries, cash, or short/leveraged Nasdaq funds. Extra caution if QQQ is down >20% YoY.
Daily it picks 1 ETF. It starts with QQQ (Nasdaq‑100). Two “thermometers” guide switches: trend lines (20‑ and 200‑day averages) say up or down; RSI (a short‑term speedometer: high=overheated, low=washed‑out).
In uptrends it holds QQQ unless overheated, then parks in long Treasuries (TLT). In weak/down markets it toggles among Treasuries (TLT/IEF), cash‑like T‑bills (SHV), or short/leveraged Nasdaq funds (PSQ, QID, QLD). In deep bears (QQQ −20%+ YoY) it cuts risk further.
Out-of-sample edge: 27.83% annualized vs 19.44% S&P; Sharpe 1.06; Calmar 1.20 over 961 days. Captures Nasdaq upside, hedges with Treasuries/cash in heat, and uses selective shorts in weakness—more upside with disciplined risk vs the S&P 500.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.35 | 0.58 | 0.15 | 0.38 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 667.68% | 14.9% | -0.5% | 2.26% | 0.92 | |
| 36,611.84% | 49.56% | 0.55% | -2.48% | 1.72 |
Initial Investment
$10,000.00
Final Value
$3,671,184.29Regulatory Fees
$6,546.84
Total Slippage
$55,857.55
Invest in this strategy
OOS Start Date
Feb 2, 2024
Trading Setting
Daily
Type
Stocks
Category
Rules-based, trend + mean reversion, nasdaq-100, treasuries, bear protection, leveraged/inverse etfs, daily rebalance
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