Inflation/Deflation Based Risk Algorithm - Using Bond environment to determine risk triggers
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About
A daily, regime-driven equity strategy that first detects inflation or deflation, then the market’s risk mood, and finally selects a diversified mix of long/short ETF exposures with hedges based on momentum/volatility signals.
Step 1: Identify regime — inflation vs deflation using price/bond signals.
Step 2: Determine risk environment — risk-on or risk-off under that regime using momentum/volatility checks across a broad set of assets.
Step 3: Select exposures — construct a mix of long and short positions from a pool of ETFs and related assets to reflect the regime and risk mood.
Step 4: Signal logic — signals come from momentum indicators (how recently and strongly prices moved) and volatility/context signals (how volatile prices are, whether they’ve reached overbought/oversold extremes).
Step 5: Implementation — allocate and rebalance daily, with hedges (e.g., VIX-related or inverse/levered funds) when risk spikes or regime shifts.
Step 6: Examples — buy tech/megacap growth themes (QQQ/MGK), cycle/sector exposure (XLY, XLP, XLI, ITB), bond/defense (TLT, GLD, XLE), and use hedges like VIX-related funds to limit drawdowns.
Step 7: Goal — maintain an equities-oriented, regime-appropriate mix that adapts to inflation/deflation dynamics and market risk conditions.
Regime-driven, daily-rebalanced strategy adapts to inflation/deflation and market mood, reducing drawdowns (3.26% vs SPY 5.07%) while delivering solid oos risk-adjusted returns (Calmar 2.14, Sharpe 0.95) and ~6.98% annualized.
1M
3M
6M
YTD
1Y
3Y
Max
Performance
Compared to selected benchmarks
| Alpha | Beta | R2 | R | |
|---|---|---|---|---|
| 0.56 | 0.18 | 0.03 | 0.19 |
Performance Metrics
| Cumulative Return | Annualized Return | Trailing 1M Return | Trailing 3M Return | Sharpe Ratio | |
|---|---|---|---|---|---|
| 405.95% | 13.49% | -1.77% | 0.2% | 0.83 | |
| 158,169.47% | 77.73% | 3.49% | 2.79% | 3.5 |
Initial Investment
$10,000.00
Final Value
$15,826,946.58Regulatory Fees
$107,562.63
Total Slippage
$729,516.04
Invest in this strategy
OOS Start Date
Jun 5, 2025
Trading Setting
Daily
Type
Stocks
Category
Macro regime, dynamic asset allocation, regime-based hedging, etf-based exposures
Tickers in this symphonyThis symphony trades 78 assets in total
Ticker
Type
BIS
ProShares UltraShort NASDAQ Biotechnology
Stocks
BIZD
VanEck BDC Income ETF
Stocks
BTAL
AGF U.S. Market Neutral Anti-Beta Fund
Stocks
BZQ
ProShares UltraShort MSCI Brazil Capped
Stocks
CPER
United States Copper Index Fund
Stocks
CWB
State Street SPDR Bloomberg Convertible Securities ETF
Stocks
DBA
Invesco DB Agriculture Fund
Stocks
DBB
Invesco DB Base Metals Fund
Stocks
DBC
Invesco DB Commodity Index Tracking Fund
Stocks
DUG
ProShares UltraShort Energy
Stocks