Order Flow & CVD/
CVD (Cumulative Volume Delta)
TL;DR
CVD (Cumulative Volume Delta) is the running total of delta across time. While a single bar's delta shows who was aggressive in that candle, CVD shows the overall trend of buy/sell aggression across the entire session. CVD trending up = sustained buying pressure. CVD trending down = sustained selling. CVD diverging from price reveals hidden institutional accumulation or distribution invisible to the naked eye on a price chart alone.
CVD · Bullish Divergence Scenario
illustrative · BTCUSDT · 15mLower Low
50,480 → 50,080 · bearish price action
Higher Low ← DIVERGENCE
−2.4 → −1.6 · hidden buying pressure
How It Works
- 1
CVD = sum of all deltas from a defined starting point. Each new bar adds (positive delta) or subtracts (negative delta) from the running total.
- 2
CVD trending up while price trends up = healthy bull trend. Buyers are consistently more aggressive than sellers across the session.
- 3
CVD trending down while price trends down = healthy bear trend. Sellers dominate persistently — the move has flow confirmation.
- 4
Bullish CVD Divergence: Price makes a lower low but CVD makes a higher low — hidden buying pressure absorbed the price drop. Smart money was buying into weakness. High-probability reversal zone.
- 5
Bearish CVD Divergence: Price makes a higher high but CVD makes a lower high — hidden selling into strength. Institutional distribution while retail FOMO pushes price higher.
- 6
CVD reset points at key sessions (e.g., daily open, weekly open) allow traders to isolate intraday buyer/seller conviction without bias from prior session order flow.
LiquidMind treats CVD divergence as one of its highest-signal confirmation layers for POI entries. When price sweeps an EQL and prints a displacement candle, the system checks whether CVD has simultaneously printed a divergence (higher low vs. the prior sweep). A triple confluence — POI sweep + displacement candle + bullish CVD divergence — is classified as a 'max conviction setup' and assigned the system's highest trade confidence tier. CVD is calculated on the primary execution timeframe (typically 15m or 1H) and cross-validated against the 4H session CVD to filter high-frequency noise from the signal.