Algorithm Execution Trace Strategy (VWAP Deviation / Mean Reversion)

Logical Explanation: Large institutional orders (such as TWAP or VWAP algorithms) will leave uniform trading footprints on the order book. When the price deviates too far from these “institutional average cost lines” in the short term, because the algorithm will automatically stop buying or trigger selling, the price often produces a strong pullback toward the moving average.

* Detailed Operations:

1. Set Indicators: Load VWAP and its supporting **Standard Deviation Bands**.

2. Observe Deviations: When the price touches the VWAP **±2.5 or ±3.0 standard deviation bands**, it indicates the market is in an extreme irrational state.

3. Enter the Trade: In combination with momentum divergence on a short cycle (1min/5min) (such as RSI divergence), open a position in the opposite direction.

4. Take Profit: Revert back to the VWAP line itself.

Case Analysis:

In the early segment of US stock market trading hours, BTC undergoes violent fluctuations and breaks through the upper 3 times standard deviation of VWAP.

* Result: At this moment, because the institutional buy-side algorithm reaches the price limit and stops executing, the price rapidly falls back to the VWAP cost line, and you can capture this very short window of “mean reversion.”
$ETH