Mean Reversion Comparison to Python Code
Today’s Change (Mar 17, 2026)
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A symphony is an automated trading strategy — Learn more about symphonies here
About
Aggressive, tech‑heavy tactic: mostly rides TQQQ; uses a trend check and an “overheated” signal (10‑day RSI>79) to flip briefly to UVXY in uptrends or to SPY in downtrends. Single holding at a time; high risk.
Check if SPY (broad US market) is above its 200‑day average (long‑term trend). If yes, hold TQQQ (targets 3x daily moves of the tech‑heavy Nasdaq‑100) unless its 10‑day RSI—a 0–100 “hotness” score—exceeds 79; then switch to UVXY (jumps when fear/volatility surges, but usually decays). If SPY is below its 200‑day average, still hold TQQQ unless RSI>79; then move to SPY. One ETF at a time; trade only when conditions change.
Out-of-sample upside: ~92% annualized return with Calmar 1.58 and Sharpe 1.36—nearly SPY on risk-adjusted terms. Tech-levered gains potential, but higher drawdowns; designed for aggressive investors chasing big tech rallies.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.31 | 3.16 | 0.68 | 0.82 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 669.43% | 15.2% | -1.77% | 0.2% | 0.93 | |
| 544,436.26% | 81.61% | -0.39% | -2.36% | 1.25 |
Initial Investment
$10,000.00
Final Value
$54,453,625.55Regulatory Fees
$21,614.76
Total Slippage
$152,200.82
Invest in this strategy
OOS Start Date
Oct 20, 2022
Trading Setting
Threshold 10%
Type
Stocks
Category
Tactical allocation, us equities, trend filter, mean reversion, leveraged etfs, volatility hedge