VWAP Reversion

Generally no. VWAP resets at market open, so the VWAP level you traded against disappears overnight. Tomorrow's VWAP will be completely different. Close VWAP reversion trades by end of day. If you want overnight exposure, use different strategies based on daily chart levels.

Most professional platforms include VWAP - TradingView, ThinkorSwim, IBKR, TradeStation all have it built-in. Some may require you to add standard deviation bands separately. Look for 'VWAP' or 'Volume Weighted Average Price' in the indicator menu.

At open, VWAP has very little data - just a few bars of volume and price. A single large trade can significantly move VWAP. As the day progresses and more data accumulates, VWAP becomes more stable. That's why we wait until 10:00 AM before trading VWAP signals.

On very low-volatility days, price may stay within ±1 SD and never reach the ±2 SD bands. No trade setup occurs. This is okay - not every day provides VWAP reversion opportunities. Wait for days when price does extend to the bands.

Standard VWAP is for intraday use since it resets daily. However, Anchored VWAP from significant events can be used for longer-term analysis. Weekly VWAP can be used for swing trading. But the classic VWAP reversion strategy is an intraday strategy.

Look for: (1) Price gaps significantly and stays on one side of VWAP, (2) By 10:00-10:30 AM, price hasn't crossed VWAP, (3) Volume is heavy in one direction, (4) News catalyst driving directional move. If these conditions exist, assume trend day and don't fade VWAP bands.

The standard ±2 SD works for most liquid stocks and ETFs. However, highly volatile stocks may regularly reach 2 SD, making it less extreme. For these, you might wait for 2.5-3 SD. Conversely, very stable stocks may rarely reach 2 SD - use 1.5 SD. Observe your specific instrument's behavior.

Moving averages weight all prices equally (or recent prices more for EMA). VWAP weights by volume - prices where more shares traded count more. This makes VWAP more reflective of where actual trading occurred. Also, VWAP resets daily while MAs are continuous.

Yes, VWAP works on futures like ES and NQ. However, note that futures trade nearly 24 hours. You can use session VWAP (regular hours only) or 24-hour VWAP. Most traders use regular hours VWAP (9:30-4:00 ET) for consistency with cash market.

As the day progresses, VWAP becomes increasingly stable - each new bar has less impact on the cumulative average. By the last hour, VWAP barely moves. This makes it less useful for new trades but provides a clear end-of-day reference level for institutional positioning.

Plot AVWAPs from: earnings dates, FOMC meetings, significant swing lows/highs, gap openings. When current price approaches these AVWAPs, expect significant reactions. When daily VWAP intersects with AVWAP, you have strong confluence. Use AVWAP levels as swing trade targets and stops.

Quantitative analysis typically shows 1.5-2.0 SD as optimal. At 1 SD, reversion probability is high but profit potential is limited. Beyond 2 SD, probability of continued extension increases. The 1.5-2.0 range balances probability and reward. Backtest your specific instruments to confirm.

Watch the tape (Time & Sales) for large prints at VWAP. Consistent buying at VWAP = Accumulation (institution collecting shares). Consistent selling at VWAP = Distribution. Level II can show large bids/offers at VWAP. Also track whether price holds above VWAP (accumulation) or below (distribution).

Classification works well - predict whether price will return to VWAP within N bars. Use features: SD distance, time of day, day type, RSI, volume profile, prior touches. Random Forest or XGBoost are effective. Set threshold at P(reversion) > 65% to filter trades. Walk-forward validate to avoid overfitting.

Define rules precisely: Entry at 1.8 SD with RSI confirmation, stop at 2.5 SD, target at VWAP. Backtest across multiple instruments and years. Track win rate, profit factor, max drawdown. Walk-forward validate. Implement with discipline. Monitor for performance decay - re-optimize annually.