TQQQ or not
Today’s Change (Oct 24, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A daily market-timing strategy that usually chooses between aggressive Nasdaq exposure, a volatility panic trade, or short-term Treasury bills based on recent market strength, weakness, and stress signals.
This strategy asks one question each day: should it be in aggressive tech stocks, in a fear trade, or safely parked in Treasury bills?
It mainly switches between TQQQ (a very aggressive bet on the Nasdaq-100), UVXY (which tends to jump when markets panic), and BIL (short-term Treasury bills).
It buys TQQQ when tech looks strong or temporarily oversold and likely to bounce. It moves to BIL when market damage looks too severe. It uses UVXY only during extreme, unstable conditions.
Out-of-sample, this strategy aims for ~30% annualized returns by tactically tilting to Nasdaq (TQQQ) with UVXY hedges or BIL cash. It can outperform the S&P 500 in strong markets, offering higher growth with risk controls, while accepting larger drawdowns.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.82 | 1.04 | 0.12 | 0.34 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 778.48% | 15.56% | -1.02% | 3.21% | 0.95 | |
| 42,784,912.64% | 137.04% | -6.17% | 4.97% | 1.94 |
Initial Investment
$10,000.00
Final Value
$4,278,501,263.65Regulatory Fees
$12,663,266.21
Total Slippage
$122,148,336.17
Invest in this strategy
OOS Start Date
Apr 29, 2023
Trading Setting
Daily
Type
Stocks
Category
Tactical asset allocation, leveraged etf, nasdaq, volatility timing, risk management, trend following, mean reversion
Tickers in this symphonyThis symphony trades 9 assets in total
Ticker
Type
BIL
State Street SPDR Bloomberg 1-3 Month T-Bill ETF
Stocks
BND
Vanguard Total Bond Market
Stocks
IEF
iShares 7-10 Year Treasury Bond ETF
Stocks
QQQ
Invesco QQQ Trust, Series 1
Stocks
SPY
State Street SPDR S&P 500 ETF Trust
Stocks
TLT
iShares 20+ Year Treasury Bond ETF
Stocks
TMF
Direxion Daily 20+ Year Treasury Bull 3X ETF
Stocks
TQQQ
ProShares UltraPro QQQ
Stocks
UVXY
ProShares Ultra VIX Short-Term Futures ETF
Stocks