Project Shiny Christmas - Christmas 2023 Competition Entry
Today’s Change (Nov 5, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
An aggressive market-timing strategy that avoids an overheated stock market by moving to Treasurys and UVXY, otherwise making 2x bullish or bearish bets on the two most volatile sectors.
This strategy first checks whether the overall U.S. stock market (SPY, a stand-in for the S&P 500) looks overheated using RSI, a speedometer of recent price gains. If the market looks too hot, it shifts into defense: a mix of the strongest Treasury-bond funds and UVXY, a fund that tends to jump when market fear spikes.
If the market is not overheated, it looks across 8 sectors such as technology, energy, healthcare, real estate, and financials. For each sector, it uses a well-known company as a “sector clue” (like AAPL for tech or XOM for energy). If that clue stock is not too overheated, it buys a 2x bullish sector fund; if it is overheated, it buys a 2x bearish fund that profits if that sector falls.
It then narrows all of those choices down to the 2 sectors with the biggest recent price swings and invests there equally. In short: avoid a very hot market, otherwise make aggressive bets—up or down—on the most volatile sectors.
Out-of-sample: 26.8% annualized return vs 19.7% S&P. Defensive Treasuries/UVXY when overheated; otherwise aggressive 2x sector bets. Higher upside with regime switching, but larger drawdowns.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.22 | 2 | 0.51 | 0.71 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 786.38% | 15.6% | -1.04% | -0.34% | 0.95 | |
| 62,716.12% | 53.41% | -10.33% | 0.48% | 1.15 |
Initial Investment
$10,000.00
Final Value
$6,281,612.11Regulatory Fees
$17,786.02
Total Slippage
$147,876.34
Invest in this strategy
OOS Start Date
Dec 22, 2023
Trading Setting
Threshold 10%
Type
Stocks
Category
Tactical asset allocation, sector rotation, leveraged etfs, inverse etfs, volatility hedge, bond momentum, regime switching
Tickers in this symphonyThis symphony trades 38 assets in total
Ticker
Type
AAPL
Apple Inc.
Stocks
BIB
ProShares Ultra NASDAQ Biotechnology
Stocks
BIS
ProShares UltraShort NASDAQ Biotechnology
Stocks
BRK/B
BERKSHIRE HATHAWAY Class B
Stocks
COST
Costco Wholesale Corp
Stocks
DIG
ProShares Ultra Energy
Stocks
DUG
ProShares UltraShort Energy
Stocks
IEF
iShares 7-10 Year Treasury Bond ETF
Stocks
IEI
iShares 3-7 Year Treasury Bond ETF
Stocks
LLY
Eli Lilly & Co.
Stocks