optimization testing
Today’s Change (Mar 5, 2026)
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About
Rule-based, multi-asset strategy that rides tech when trends are healthy, shifts to defensive sectors/bonds or volatility hedges in stress, and uses KMLM (managed futures) for diversification; includes small tactical oil/gas and bond trades.
A daily rules-based mix that follows the market’s mood. It watches trend (moving averages), heat (RSI: a 0–100 “hot/cold” score from recent moves), fear (VIX via UVXY/VIXY), and inflation cues (TIPS, U.S. dollar). Risk-on: tilt to tech/growth (QLD, SOXX). Risk-off or fast drops: rotate to defensive sectors/bonds (XLV/XLU/XLP, IEF/TLT/TMF) or volatility hedges (UVXY). When KMLM (a managed‑futures ETF) leads, it’s favored for diversification. Small sleeves trade oil/gas and Treasuries tactically.
Out-of-sample annualized return ~158% vs S&P 500 ~9%, after costs. A rules-based, multi-asset strategy uses trend signals, volatility hedges, and KMLM diversification to ride tech rallies and protect in crashes—seeking bigger upside with risk control.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.77 | 0.18 | 0.05 | 0.22 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 90.95% | 13.55% | -0.15% | 0.4% | 0.83 | |
| 5,252.63% | 118.53% | 2.4% | 14.32% | 5.77 |
Initial Investment
$10,000.00
Final Value
$535,262.71Regulatory Fees
$1,439.59
Total Slippage
$8,968.70
Invest in this strategy
OOS Start Date
Feb 12, 2026
Trading Setting
Daily
Type
Stocks
Category
Tactical asset allocation,multi-asset,trend-following,volatility timing,crash protection,managed futures,commodities,leveraged etfs,daily rebalancing
Tickers in this symphonyThis symphony trades 152 assets in total
Ticker
Type
ACWI
iShares MSCI ACWI ETF
Stocks
AGG
iShares Core U.S. Aggregate Bond ETF
Stocks
ARCC
Ares Capital Corporation
Stocks
BBH
VanEck Biotech ETF
Stocks
BIL
State Street SPDR Bloomberg 1-3 Month T-Bill ETF
Stocks
BLDR
Builders FirstSource, Inc.
Stocks
BOIL
ProShares Ultra Bloomberg Natural Gas
Stocks
BSV
Vanguard Short-Term Bond ETF
Stocks
CORP
PIMCO Investment Grade Corporate Bond Index Exchange-Traded Fund
Stocks
CWB
State Street SPDR Bloomberg Convertible Securities ETF
Stocks