All Mean Reversions
Today’s Change (Mar 17, 2026)
—
A symphony is an automated trading strategy — Learn more about symphonies here
About
A daily mean-reversion, multi-asset strategy that rotates among 3x leveraged tech/QQQ ETFs and cash; signals rely on RSI and short-term returns versus bonds, with additional hedges via UVXY/SHY/UUP/DBC, plus a risk-control layer to blend beta exposure.
- Every day, the system evaluates several small decision modules (groups).
- For the SPXL, TQQQ, and TECL groups: if the group’s asset RSI (21 days) is lower than the bond proxy RSI (AGG, 21 days), invest in that asset. Otherwise, park in a cash proxy (BIL).
- The Buy the Dip Nasdaq group looks for short-term Nasdaq weakness and tilts toward TQQQ or, if conditions aren’t favorable, toward a bond proxy (BSV).
- The QQQ RSI groups use extreme RSI signals to decide whether to hedge with UVXY (volatility) or stay in safer assets like SHY, and another branch considers QLD if RSI is very low.
- The portfolio also includes broader exposure (QQQ itself, UUP, DBC) for diversification.
- A separate risk-analysis block compares cumulative returns against volatility to tilt toward higher-beta vs lower-beta exposures.
- An “Extremely oversold” block uses a bottom-up selection among a pool of risky assets to pick up to four top oversold opportunities, with a 90-day sort by a volatility-related metric to stabilize picks.
- Rebalancing is daily, with cash-like instruments used to maintain capital preservation when signals do not favor equity exposure.
RSI-driven mean-reversion strategy rotating leveraged tech exposure with hedges. Out-of-sample: ~43.7% annualized return vs SPY ~24.8%; higher upside but larger drawdowns. Attractive alpha for aggressive allocations with built-in risk controls.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.52 | 1.79 | 0.52 | 0.72 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 204.36% | 20.47% | -1.77% | 0.2% | 1.1 | |
| 10,509.07% | 118.25% | 0.55% | 14.6% | 1.93 |
Initial Investment
$10,000.00
Final Value
$1,060,907.12Regulatory Fees
$2,884.99
Total Slippage
$18,765.49
Invest in this strategy
OOS Start Date
Sep 28, 2023
Trading Setting
Daily
Type
Stocks
Category
Mean reversion, leveraged etfs, rsi, tactical asset allocation, momentum, risk hedging, quantitative signals
Tickers in this symphonyThis symphony trades 19 assets in total
Ticker
Type
AGG
iShares Core U.S. Aggregate Bond ETF
Stocks
BIL
State Street SPDR Bloomberg 1-3 Month T-Bill ETF
Stocks
BSV
Vanguard Short-Term Bond ETF
Stocks
DBC
Invesco DB Commodity Index Tracking Fund
Stocks
HIBL
Direxion Daily S&P 500 High Beta Bull 3X ETF
Stocks
HIBS
Direxion Daily S&P 500 High Beta Bear 3X ETF
Stocks
QLD
ProShares Ultra QQQ
Stocks
QQQ
Invesco QQQ Trust, Series 1
Stocks
SHY
iShares 1-3 Year Treasury Bond ETF
Stocks
SOXL
Direxion Daily Semiconductor Bull 3X ETF
Stocks