What More Do You Need? (Even Longer Backtest)
Today’s Change (Oct 22, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A fast-moving strategy that mainly times tech stocks: it buys sharp dips, steps into bonds after overheated rallies, turns defensive in weaker markets, and sometimes uses leveraged funds to amplify moves.
This strategy checks the market every day and puts all the money into whichever area looks most attractive or safest.
If big growth stocks have risen too fast, it hides in long-term Treasury bonds. If tech has fallen too fast, it makes an aggressive bet on a rebound. Otherwise it may buy leveraged Nasdaq, hold defensive stocks plus the strongest trend among oil/dollar/market, bet against tech in weak markets, or sit in near-cash Treasuries.
Out-of-sample edge: 67.5% annualized return vs SPY's ~21%, with Sharpe 1.55 and Calmar 2.72. Dynamic tech-timing and tactical bets offer stronger risk-adjusted growth than the S&P 500, albeit with higher drawdown risk.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.46 | 1.07 | 0.26 | 0.51 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 683.03% | 11.09% | -0.05% | 3.57% | 0.64 | |
| 2,060,039.24% | 66.15% | 2.68% | 9.54% | 1.44 |
Initial Investment
$10,000.00
Final Value
$206,013,923.82Regulatory Fees
$383,000.02
Total Slippage
$3,645,968.04
Invest in this strategy
OOS Start Date
Dec 11, 2023
Trading Setting
Daily
Type
Stocks
Category
Tactical asset allocation, market timing, leveraged etfs, tech-focused, mean reversion, trend following, defensive rotation
Tickers in this symphonyThis symphony trades 12 assets in total
Ticker
Type
DBO
Invesco DB Oil Fund
Stocks
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
ROM
ProShares Ultra Technology
Stocks
SHV
iShares Trust iShares 0-1 Year Treasury Bond ETF
Stocks
SPY
State Street SPDR S&P 500 ETF Trust
Stocks
TLT
iShares 20+ Year Treasury Bond ETF
Stocks