Cumulative Volume Delta (CVD) Application

Price can lie. A green candle can hide aggressive selling absorbed by limit buyers. CVD cannot — it totals the actual aggressor through the session, exposing who really won each push.

Delta is the difference between volume bought at the ask (aggressive buying) and volume sold at the bid (aggressive selling). CVD sums these deltas into a running line — a second curve that often tells a different story than price.

What CVD shows

• Rising CVD: buyers are the dominant aggressor through the session.
• Falling CVD: sellers are the dominant aggressor.
• Flat CVD: balanced aggression — neither side dominating.

Read CVD alongside price. The relationship between them is where the edge lives.

The four CVD-price relationships

1. Confirmed trend (aligned)

Price up, CVD up. Buyers are pushing price higher with real aggression. Trend is healthy. Trade pullbacks with the trend. (Price down + CVD down = sellers pressing.)

2. Bullish divergence

Price makes a lower low, but CVD makes a higher low. Sellers pushed price down, but buyers absorbed the selling — aggression shifted to buyers even as price fell.

Trade: watch for a reversal candle at the next test of the low. Enter long on confirmation. Stop below the low. Target the prior swing high.

3. Bearish divergence

Price makes a higher high, but CVD makes a lower high. Buyers pushed price up, but sellers absorbed the buying.

Trade: watch for a reversal candle at the next test of the high. Enter short on confirmation. Stop above the high. Target the prior swing low.

4. Absorption (CVD flat, price moving)

Price moves directionally, but CVD stays flat. Aggressive orders are being absorbed by limit orders on the opposite side. This often precedes a reversal — the move has no real backing.

Trade: fade the move when price reaches a significant level. Stop beyond the extreme. Target the candle's POC.

A complete CVD trade

1. Context: daily trend is up (price above 50 EMA).
2. Setup: on a 5-minute chart, price pulls back to the daily POC and makes a lower low. CVD makes a higher low (bullish divergence).
3. Trigger: a 5-minute bullish engulfing candle prints at the low with positive delta.
4. Entry: long on the close of the trigger candle.
5. Stop: below the low by 1 × ATR.
6. Target: previous session's VAH (2R minimum).

Common mistakes

• Treating every divergence as a reversal: most divergences resolve in the trend direction. Wait for confirmation (price action + footprint).
• Comparing across markets: CVD values are instrument-specific. ES CVD of +5,000 means something different from NQ CVD of +5,000.

Whenever you see a price move, ask: "Is CVD confirming it?" Yes → trade with the move. No → stand aside or prepare a reversal. CVD filters out the moves that have no real backing — and those are exactly the moves that trap most traders.