Order flow

Updated

Order flow is a phrase that gets used loosely, often as a stand-in for a trading style or a paid overlay. Underneath the marketing it is a plain idea: read the order book and the trade tape together, and you can see both what size is posted and which side is actually taking it. This page defines the concept and links to each measurable part.

What is order flow?

Order flow is the combined picture of the resting order book and the executed trade tape: what size is posted and where, and which side is taking liquidity as trades print. It is read from measurable parts, taker buy and sell volume, depth, large trades by aggressor side, and book changes, rather than from a single number.

The book and the tape

There are two things happening in a market at once. The book is the set of resting orders waiting to be filled: size posted at prices, on the bid and on the ask, that has not traded yet. The tape is the stream of trades that actually executed. Order flow is what you get when you stop looking at either one alone and read them against each other.

The distinction matters because the two can disagree. The book can lean heavily to the bid while the tape shows the sell side taking most of the liquidity. Neither is wrong; they measure different things. Order flow is the habit of holding both in view, which is why it is best treated as a set of measurements rather than a single score.

Order flow mapped to its three measurable partsA central order-flow node branching to three panels: the executed trade tape, the resting order book, and book behaviour. Each panel lists the BlackForge columns that measure that part.Order flowThe tape (executed)taker buy / sell volumetrade counts, average sizelargest trade per sideThe book (resting)depth bandsseven-rung order laddersbest bid / best askBook behaviourliquidity added / removedlevel flicker countmedian level lifetime
Order flow branches into three measurable parts. The tape, which is executed trades, holds taker buy and sell volume, trade counts and average size, and the largest trade per side. The book, which is resting orders, holds depth bands, seven-rung order ladders, and the best bid and best ask. Book behaviour holds liquidity added and removed, the level flicker count, and the median level lifetime. Each part is measured per pair per closed five-minute window.
Order flow splits into three measurable parts, each mapped to the BlackForge columns that carry it.

The measurable parts

BlackForge does not sell an order-flow score. It sells the components, each measured per pair per closed five-minute window, and you read them together. There are four:

  • The executed side: taker buy and sell volume and counts, average and largest trade size per side, from the tradeFlow family.
  • The size dimension: counts and volumes of trades that were large multiples of the average size, split by aggressor side, from the strong family.
  • The book side: depth bands and seven-rung order ladders on each side, from the bookWalls and orderLadders families.
  • The behaviour side: liquidity added and removed, level flicker, and median resting-level lifetime, from the bookMicro family.

What it looks like in real data

Here are four order-flow columns for BTCUSDT on binance in the latest window, touching both sides of the picture: taker buy and sell value from the tape, and the counts of outsized taker-buy and taker-sell trades. The volumes are in quote value and the strong counts are plain counts, so they are shown as a labelled readout.

BTCUSDT on binance

Taker buy volume
$2.5M
Taker sell volume
$2.2M
Outsized taker buys
804
Outsized taker sells
540
Taker buy and sell value, and the counts of taker trades at least twice the average size on each side. Four of the columns that make up order flow, measured over one window. Measured 2026-08-23T05:40:00Z.

What order flow tells you, and what it does not

Read together, these columns describe the balance of activity in the window: how much was posted and where, how much traded and from which side, and whether the large trades leaned one way. That is a richer description of what happened than price and volume alone, because it separates the resting book from the executed tape and the ordinary trades from the outsized ones.

What order flow is not, here, is a predictive product. BlackForge does not score it, rank it, or turn it into a buy or sell arrow. Every column is a measurement of a closed window, and the positioning rule is deliberate: the reading is yours to make.

Each part of order flow has its own definition. Taker buy and sell volume covers the executed tape by aggressor side; order book depth covers the resting book; order book imbalance covers the asymmetry between the two sides; liquidity added and removed and resting order lifetime cover how the book churned. The full metric reference lists all of them with their units and plans.

See the full metric reference, or browse the glossary.

What is the difference between order flow and the order book?

The order book is the set of resting orders that have not traded yet: size posted at prices on each side. Order flow is broader. It reads the book together with the executed trade tape, so it adds which side actually took liquidity as trades printed. The book is one input to order flow, not the whole of it.

How do I read order flow?

From its measurable parts rather than a single number. Look at the taker buy and sell balance on the tape, the depth and ladders on the book, the counts of outsized trades by side, and how the book churned through liquidity added, removed and level lifetime. Each is a column measured per window, and reading them together is what order flow means.

Does order flow predict price?

No. Order flow, as BlackForge publishes it, is a set of measurements of a closed five-minute window, not a forecast. The columns describe what was posted and what traded; they do not assert what comes next. Turning them into a directional call is an interpretation you add, which is why the product ships the measurements rather than a score.

What does BlackForge measure for order flow?

Taker buy and sell volume and counts, average and largest trade size per side, depth bands and seven-rung order ladders on each side, counts and volumes of outsized trades split by aggressor, and the book-churn columns: liquidity added and removed, level flicker, and median resting-level lifetime. All are measured per pair per closed five-minute window across nine spot venues.

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