NVDA Volatility Breakout
Captures explosive moves in NVDA when price breaks out of a low-volatility squeeze. Uses ATR expansion and volume spikes to identify the start of a new trend leg. Works in both directions.
π‘ Current Signal
NVDA volatility is elevated β no squeeze detected. Waiting for contraction phase.
π Indicators
π§ͺ Backtest Results
| Period | Jan 2020 β Dec 2024 |
| Win Rate | 58% |
| CAGR | 28.6%π Premium |
| Profit Factor | 2.15Γπ Premium |
| Max Drawdown | -22.7%π Premium |
| Total Trades | 52π Premium |
π Methodology
## NVDA Volatility Breakout β Full Methodology
Β
### Squeeze Detection
1. **ATR(14)** drops below its 20-period moving average for β₯ 5 consecutive days (volatility contraction)
2. **Bollinger Bands** (20, 2Ο) width is in the bottom 20th percentile of the last 100 days
Β
### Entry Criteria (Long)
- Price closes above the upper Bollinger Band with ATR(1-day) > 1.5Γ ATR(14)
- Volume is β₯ 2Γ the 20-day average volume
Β
### Entry Criteria (Short)
- Mirror of long: close below lower BB with ATR expansion and volume spike
Β
### Exit Rules
- **Profit target:** 3Γ ATR(14) from entry
- **Stop loss:** 1Γ ATR(14) from entry (placed at the opposite BB)
- **Trailing stop:** After 2Γ ATR gain, trail stop at 1Γ ATR below the highest close
Β
### Position Sizing
- Risk 1.5% of portfolio (NVDA is volatile β wider stops require smaller position)
Β
### Backtest Notes
Tested on NVDA daily bars from Jan 2020 to Dec 2024. NVDA's AI-driven regime (2023β2024) produced outsized winners. Pre-2023 performance was more modest. Strategy benefits from NVDA's high beta and narrative-driven moves.
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