Auto Composer Ensemble 1 (Maybe Overfit)
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 chases strong market trends but often hides in defensive assets or Treasury bills when markets look shaky.
This strategy checks which areas of the market have been acting strongest lately and moves there, often into aggressive bets like leveraged tech, defense, gold miners, or Bitcoin.
When those signals weaken, it shifts into more defensive holdings like managed futures (KMLM), a hedge fund-like stock hedge (BTAL), gold, consumer staples, or short-term Treasury bills (BIL/cash-like).
Out-of-sample annualized return about 24.9% vs SPY 21.2%, powered by momentum-driven rotation and hedges (managed futures, cash, gold). Higher upside with disciplined risk control; be prepared for larger drawdowns in crises; Calmar ~1.41.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.59 | 0.69 | 0.28 | 0.52 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 83.57% | 13.83% | -0.05% | 3.57% | 0.84 | |
| 2,159.92% | 94.4% | -7.5% | 13.18% | 3.04 |
Initial Investment
$10,000.00
Final Value
$225,992.12Regulatory Fees
$387.22
Total Slippage
$2,870.09
Invest in this strategy
OOS Start Date
May 16, 2025
Trading Setting
Daily
Type
Stocks
Category
Tactical asset allocation, momentum, market regime, leveraged etfs, defensive rotation, multi-asset, stock selection
Tickers in this symphonyThis symphony trades 36 assets in total
Ticker
Type
AAPL
Apple Inc.
Stocks
AVGO
Broadcom Inc. Common Stock
Stocks
BIL
State Street SPDR Bloomberg 1-3 Month T-Bill ETF
Stocks
BITO
ProShares Bitcoin ETF
Stocks
BTAL
AGF U.S. Market Neutral Anti-Beta Fund
Stocks
COST
Costco Wholesale Corp
Stocks
CURE
Direxion Daily Healthcare Bull 3X ETF
Stocks
DFEN
Direxion Daily Aerospace & Defense Bull 3X ETF
Stocks
DRN
Direxion Daily Real Estate Bull 3X ETF
Stocks
DUSL
Direxion Daily Industrials Bull 3X ETF
Stocks