TQQQ For The Long Term V4.1 | Garen Mod | https://www.investorcollab.com
Today’s Change (Mar 17, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
A high-variance, quantitatively-driven long-term strategy focused on leveraged Nasdaq/tech exposure with volatility hedges; it selects one best long among tech levers and top stock names using momentum signals and trend checks, with minimal rebalancing to ride dips and uptrends.
Here is the idea in plain language
1) The system looks at several highly tech-heavy, three-times-leveraged ETFs (like TQQQ, TECL, SOXL) and a few broad-market levered options (like SPXL). It also keeps an eye on a few big-name tech stocks (AAPL, MSFT, AMZN, NVDA, TSLA, AMD, TSDS?; TSX-listed techs like TSM) to see which might be the best representative of the Nasdaq’s strength.
2) It uses momentum signals to judge whether an asset is running hot or cooling off. If these signals show a stock or ETF is in danger of being overbought, or if price trends look like they could still rise, the system runs through a set of checks to decide what to own.
3) A volatility gauge (via UVXY and related checks) is used to sense market fear. If fear is rising, the algorithm weights toward hedges (like SQQQ, UVXY, SHY, BSV) or reduces exposure to the riskiest longs.
4) The decision at any moment is not to hold a broad basket, but to select one asset to own (select-n = 1) from a prioritized group. The selection uses filters that rank candidates by momentum, and then the bottom/top option decides which single asset is
Out-of-sample, this strategy shows roughly 90% annualized return vs 21% for the S&P, with higher risk-adjusted Sharpe (≈1.54 vs 1.33) and effective hedging to shield on spikes—though it may experience larger drawdowns.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 1.07 | 0.68 | 0.04 | 0.2 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 603.28% | 14.54% | -2.02% | -1.16% | 0.89 | |
| 254,009,183.93% | 179.01% | -1.82% | -3.09% | 2.09 |
Initial Investment
$10,000.00
Final Value
$25,400,928,392.79Regulatory Fees
$24,450,604.99
Total Slippage
$175,868,343.19
Invest in this strategy
OOS Start Date
Dec 8, 2022
Trading Setting
Threshold 25%
Type
Stocks
Category
Leveraged etfs, momentum strategy, multi-asset quant, volatility hedging
Tickers in this symphonyThis symphony trades 17 assets in total
Ticker
Type
AAPL
Apple Inc.
Stocks
AMD
Advanced Micro Devices
Stocks
AMZN
Amazon.Com Inc
Stocks
BSV
Vanguard Short-Term Bond ETF
Stocks
MSFT
Microsoft Corp
Stocks
NVDA
Nvidia Corp
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
SPXL
Direxion Daily S&P 500 Bull 3x ETF
Stocks