RVOL + VWAP Trading Strategy: 64% Win Rate

RVOL + VWAP Mean Reversion: 4,672 Trades and a 64% Win Rate

This is our most consistent strategy for one specific scenario: shorting overextended moves on Crude Oil.

The RVOL + VWAP Mean Reversion strategy combines relative volume analysis with VWAP deviation to find high-probability mean reversion entries. It’s Strategy 4 in our Edge Playbook, and it’s the one our students ask about most.

The Data

Across 4,672 backtested trades: Win rate: 64%. The highest of any strategy in our playbook. When you combine that with a favorable R:R, the expectancy is strong and the equity curve is smooth.

The strategy works because RVOL (Relative Volume) acts as a confirmation filter. High RVOL at VWAP deviation means institutional participation — and institutions mean revert. Low RVOL at deviation? That’s noise. Skip it.

How It Works

Setup: Price extends 1+ standard deviations from VWAP while RVOL is above 1.5x average.

Entry: First sign of reversal — a rejection candle, a momentum shift, or a return inside the deviation band.

Stop: Beyond the extreme of the extension. If the move is real (not mean-reverting), you’re out with a small, defined loss.

Target: VWAP itself for conservative traders. POC (Point of Control) for aggressive targets.

Why Crude Oil?

CL (Crude Oil futures) has unique characteristics that make it ideal for this strategy. It’s heavily influenced by inventory data, geopolitical events, and OPEC decisions — which create sharp extensions that reliably mean revert. The intraday range on CL gives enough room for the setup to develop and the target to be reached.

We created a free RVOL + VWAP Strategy Guide that breaks down the full setup with annotated chart examples. It’s our most-downloaded resource and the entry point for most HTA students.

Free Resource: Get the Snapback Strategy Playbook — The exact entry, stop, and target framework our traders use daily.

Mahalo for reading and trade well! — Glenn & Reid | Hawai’i Trading Academy