What More Do You Need? (Even Longer Backtest)
Today’s Change (Mar 18, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A daily, rules‑based switch that rotates among tech (incl. 2x long/short), Treasuries, staples, oil, dollar, or cash. It buys bonds when stocks look overheated, buys tech on sharp dips, and uses trend filters to rotate or hedge.
RSI is a 0–100 heat gauge of recent gains (hot >80, cold <30). A moving average is a price trend line.
Daily: if QQQ or SPY is very hot → long Treasuries (TLT). If QQQ is very cold → 2x tech (ROM). Else if bonds (IEF) beat inverse‑tech (PSQ) by RSI → 2x QQQ (QLD). Else if SPY > 200‑day → split Staples (XLP) and the strongest of oil (DBO), dollar (UUP), or SPY. Else if QQQ < 20‑day → short 2x QQQ (QID); otherwise cash‑like Treasuries (SHV).
Out-of-sample, this rules-based strategy delivers superior risk-adjusted performance vs the S&P: Sharpe ~1.65 vs 1.37, Calmar ~2.97, and annualized return ~74% vs ~23%, aided by dynamic tech/treasury tilts and a clear alpha edge.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.47 | 1.06 | 0.26 | 0.51 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 574.16% | 10.59% | -1.77% | 0.2% | 0.61 | |
| 1,678,720.75% | 67.03% | 12.5% | 15.45% | 1.45 |
Initial Investment
$10,000.00
Final Value
$167,882,075.06Regulatory Fees
$288,193.88
Total Slippage
$2,044,755.95
Invest in this strategy
OOS Start Date
Dec 11, 2023
Trading Setting
Daily
Type
Stocks
Category
Tactical allocation, momentum, mean‑reversion, trend‑following, risk‑on/risk‑off, leveraged etfs, multi‑asset, daily rebalance
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