Foundations4 min read

Volume and On-Balance Volume

Trading volume measures participation. It is the one input that is not a transformation of price, which is what makes it worth reading on its own.

MadStockAlerts Research · Updated August 28, 2026

What to take away

  • Trading volume is the count of shares traded, and it is independent information from price.
  • Relative volume compares today's participation to the security's own normal.
  • Volume is not evenly distributed through the day; it is U-shaped.
  • On-balance volume accumulates volume by the direction of the close.
  • Absolute volume is not comparable between securities; relative volume is.

MAD Academy Training Video · 0:45

The One Input That Is Not Price

Volume is the only independent series on a chart, which is why confirmation means something and why On-Balance Volume is built the way it is.

This lesson is part of a Stock Alerts + Tools plan.

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Why volume is different

Every oscillator on a chart is computed from price. Trading volume is not. It measures how many participants acted, which is genuinely separate information, and it is the reason volume confirmation is such a persistent theme in technical work.

A three percent advance on triple the usual volume and a three percent advance on a third of it are the same price change produced by very different amounts of participation. One says many people agreed to transact at those prices; the other says very few did.

One caveat is worth stating early, because it is routinely got wrong: every share traded has both a buyer and a seller. There is no such thing as more buyers than sellers. What changes is which side is more urgent, and volume measures the total activity rather than the imbalance.

The same price shape, told by the volume underneath
The same price shape, told by the volume underneath42.347.853.358.864.3VolumeAdvance on heavy participationPullback on light volume: fewholders taking the exit

Scroll the chart sideways to see all of it.

  • SMA 10
Volume is the one input that is not another view of price, which is why it can corroborate a price observation at all. Illustrative, not live data.

Relative volume

relative volume = today's volume / average volume over the same window

  • intraday versions compare to the average volume by this time of day

Absolute volume is not comparable between securities: a mega cap trades tens of millions of shares on a quiet day and a small cap trades fifty thousand on a busy one. Relative volume normalises against each security's own baseline, which is what makes it screenable across a market.

The intraday shape

US equity volume is U-shaped. The first thirty minutes and the last thirty carry a disproportionate share of the day, with the closing auction the single largest event. The middle of the session is much quieter.

This matters when judging an intraday breakout. Heavy volume at 3:55 p.m. is ordinary; the same figure at 1:30 p.m. is genuinely unusual. Comparing to the same time of day rather than to a flat average is the correction, and most platforms offer it.

On-balance volume

OBV = previous OBV + volume if close is up, - volume if close is down, unchanged if flat

The construction assumes an up close means the day's volume was net buying, which is the simplification noted above. What it actually tracks is volume weighted by the sign of the close, which is a cruder thing than the name suggests.

Its level is arbitrary, since it depends on when the accumulation started. Only its direction and its divergence from price carry information, and comparing OBV values between two securities is meaningless.

The reading it supports is a comparison of slopes: price making higher highs while on-balance volume does not describes advances happening on progressively less participation, which is the same observation volume confirmation makes in a different form.

Relative volume, and what makes a figure large

A raw volume figure is not comparable to anything. Ten million shares is enormous for one security and a quiet morning for another, so volume is almost always read relative to that security's own history.

relative volume = volume today / average volume over the last n days

  • n is conventionally 20, 50 or 90 days
  • a reading of 3 means three times the usual participation

Intraday, the comparison has to account for the shape of the session. Volume is heavily concentrated at the open and the close, so a figure at 10 a.m. compared against a full day's average will always look small. The correct comparison is against the volume normally accumulated by that time of day.

TimeRoughly what share of the day has traded
First 30 minutes15 to 25 percent
By middayAround half
Final 30 minutes15 to 20 percent, including the closing auction

This is why a platform reporting relative volume intraday must state whether it is time-adjusted. An unadjusted figure rises through the day mechanically and says nothing until the close.

What on-balance volume assumes

On-balance volume adds the whole day's volume to a running total when the close is up and subtracts the whole of it when the close is down. That single rule is both its appeal and its principal weakness.

The assumption is that a higher close means the day's volume was accumulation and a lower close means distribution. A day that rose a hundredth of a percent on heavy volume adds all of it; a day that fell by the same amount subtracts all of it. The measure is therefore extremely sensitive to closes near unchanged.

  • The absolute level of OBV is meaningless, since it depends on when the calculation started.
  • Only the direction and the divergences against price carry any claimed information.
  • Variants such as the accumulation-distribution line weight by where the close fell within the day's range, which addresses the sensitivity but adds an assumption of its own.
  • None of these can distinguish buying from selling, because every share traded has both.

The last point applies to the whole family. Terms like accumulation and distribution describe an interpretation of volume alongside price direction, not a measurement of who was on which side.

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