QQQ Since 2007
Today’s Change (Oct 8, 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, this Nasdaq-100 strategy delivers ~29.6% annualized return vs ~19.9% for the S&P 500, with Calmar ~1.28—offering stronger upside, solid risk-adjusted performance, and built-in bear protection.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.35 | 0.59 | 0.15 | 0.38 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 683.33% | 15.01% | 1.72% | 4.21% | 0.93 | |
| 38,497.87% | 49.86% | 5.59% | 6.92% | 1.73 |
Initial Investment
$10,000.00
Final Value
$3,859,787.09Regulatory Fees
$6,549.29
Total Slippage
$55,857.08
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