medium · Order Flow Analysis footprint-delta

A futures contract prints a 10-level footprint for one bar. Cumulative delta for the bar is +1,800 (strongly positive), yet the bar closes near its low and the next two bars trade lower. Drilling into the per-price footprint, the entire +1,800 delta was generated in the bottom three price levels (near the low), while the top levels show roughly neutral-to-negative delta.

What is the most precise order-flow read of this bar?

  1. Aggressive buyers lifted offers into the low but were absorbed by passive sellers there, so the positive delta marks failed initiative buying rather than accumulation
  2. The positive delta simply confirms genuine accumulation at the low, and the lower close is just short-term noise that the next couple of bars will soon reverse
  3. Delta is inherently unreliable when read on a single bar, so this signal should be discarded until cumulative delta across the session eventually turns negative
  4. The neutral delta printed at the highs is actually the true signal on this bar, showing responsive sellers quietly distributing inventory at the top while the low is irrelevant

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