Screens · Volume

Most Traded Stocks by Volume

Rank one universe by share volume, by dollar volume and by turnover and you get three different lists. Only one of the three answers the question most readers think they are asking, and it is not the one that gets published.

Three questions that look like one

"Most traded" is ambiguous, and the ambiguity is not pedantic, the three readings produce different lists from identical data.

  • Most shares changed hands. share volume: what nearly every published list ranks. A fixed sum of money buys many more shares of a cheap instrument, so this ordering is substantially the inverse of price.
  • Most money changed hands. dollar volume = shares × price, usually what the reader actually wants to know, and rarely what is published.
  • Most of the company changed hands. turnover = shares ÷ free float, the measure that finds small-float instruments trading a large percentage of themselves, which behave differently from everything else on the list.
How far each instrument moves when the ranking switches from shares to dollarsA diverging bar chart of eight synthetic instruments, showing how many places each one moves when the same universe is re-ranked by dollar volume instead of by share volume. Low-priced instruments fall several places, high-priced ones rise several places, and only some stay where they were.PLACES GAINED WHEN RANKED BY DOLLAR VOLUME INSTEAD OF SHARESHigh-priced grower+6 placesLarge industrial+3 placesIndex heavyweight+3 placesSmall float specialist+1 placeRegional bankunchangedMid-cap miner−1 placeRecovering retailer−5 placesPenny industrial−7 placesHow far each instrument moves when the ranking switches from shares to dollarsA diverging bar chart of eight synthetic instruments, showing how many places each one moves when the same universe is re-ranked by dollar volume instead of by share volume. Low-priced instruments fall several places, high-priced ones rise several places, and only some stay where they were.PLACES GAINED WHEN RANKED BY DOLLAR VOLUME INSTEADOF SHARESHigh-priced grower+6 placesLarge industrial+3 placesIndex heavyweight+3 placesSmall float specialist+1 placeRegional bankunchangedMid-cap miner−1 placeRecovering retailer−5 placesPenny industrial−7 places
Fig. 1: computed at build time from one stated universeEight instruments with a stated price, share volume and free float, arithmetic rather than market data, and the whole table is printed below so every figure can be checked. Ranked by share volume the list is headed by the penny industrial; ranked by money it is headed by the index heavyweight; ranked by turnover, by the small float specialist. 7 of the eight change position between the first two rankings. Nothing about the market changed between those three lists, only the question being asked, and each of them would be published under the same headline.

The universe behind the figure

Eight instruments, three measures: every figure in the chart above
InstrumentPriceSharesDollar volumeTurnover
Penny industrial$1.8041.0m$0.07bn6.61 %
Recovering retailer$4.4022.5m$0.10bn7.26 %
Mid-cap miner$17.209.1m$0.16bn3.79 %
Regional bank$38.503.4m$0.13bn1.89 %
Large industrial$96.002.9m$0.28bn0.71 %
Index heavyweight$184.006.8m$1.25bn0.23 %
High-priced grower$420.001.1m$0.48bn0.77 %
Small float specialist$63.002.0m$0.13bn9.32 %

Two rows are worth reading against each other. The penny industrial trades 41.0 million shares and $0.07 billion; the high-priced grower trades 1.1 million shares and $0.48 billion. On a share-volume list they are nowhere near each other. On a money list they are much closer, and the ordering between them is not the one the share count implies.

And the small-float specialist is the case neither of the first two rankings finds. Its share and dollar volumes are unremarkable, and it trades 9.32 per cent of its float in a session, the highest turnover in the table. That is the instrument on this list where a modest order moves the price, and it is invisible to both of the published measures.

Why the published version stays the same every week

A ranking that is largely determined by price inherits price’s stability. Prices move a few per cent a day; the relative ordering of a two-dollar stock and a two-hundred-dollar stock does not change. So a share-volume list is close to a fixed list, refreshed daily, and the impression of activity it gives is an artefact of the measure.

That is the practical objection to it. A screen exists to tell you what is different today, and this one mostly tells you what is cheap. The fix is the one that recurs across this reference: make the figure relative to the instrument itself. Ranking by dollar volume against each instrument’s own recent average removes both the price effect and the size effect, and what remains is a list of instruments trading unusually heavily for themselves.

What each measure is good for

Choosing between the three
QuestionMeasureCaveat
Was this instrument busier than usual?Share volume against its own averageNone worth mentioning, price scaling is irrelevant within one instrument.
Where did the money go today?Dollar volumeStill dominated by the largest instruments, so read it against each one’s own history too.
Which instruments are hard to trade in size?Turnover against free floatFloat figures are estimates and change with lock-ups, placements and index events.
Which instruments should I look at at all?A dollar-volume floor as a filter, not a rankingThis is the honest use of the measure: it excludes what cannot be traded, and it ranks nothing.

The last row is how most professional screens actually use volume: as a liquidity gate applied before the interesting filters run, rather than as the ranking itself. A most-traded list is a poor screen and an excellent first filter, and the difference is whether the number decides the order or merely decides who is admitted.

What a list like this cannot tell you

Direction, first of all. Volume is participation, and every share bought was sold, a heavy session tells you the move mattered enough for a lot of stock to change hands, not which way it went. That has to be said on a page about a most-traded screen, because the lists are frequently presented as though appearing on one were bullish.

And cause. A single session’s volume can be dominated by an index rebalance, an expiry, a placement or a results release, all of which are identifiable in a few seconds and none of which is visible in the ranking. Checking the calendar before the chart is the cheapest habit in this reference, and a screen is exactly where it pays.

Frequently asked questions

What does a most-traded list rank?

Almost always share volume, the count of shares that changed hands. That sounds neutral and is not, because a fixed amount of money buys far more shares of a cheap instrument than of an expensive one. A list ordered by share count is therefore substantially ordered by the inverse of price, which is why the same low-priced names appear on it week after week.

What should it rank instead?

Dollar volume — shares multiplied by price — if the question is how much money changed hands, which is usually the question people think they are asking. Turnover, shares divided by free float, if the question is how much of the company traded. Each answers something different and each produces a different list from the same data, which the figure on this page demonstrates by re-ranking one universe.

Is share volume ever the right measure?

Yes, in two cases. When you are comparing an instrument against its own history, share volume is fine and price scaling is irrelevant, that is what every relative-volume comparison on this site does. And when you care about the number of prints rather than the money, for market-microstructure work. What share volume cannot do is rank different instruments against each other.

Why does turnover give a third answer?

Because it divides by how much stock exists to be traded. An instrument with a small free float can have modest share and dollar volume while trading a large percentage of itself every day, which is a genuinely different situation: prices move further per share, index events matter more, and a position takes longer to build or exit than the raw figures suggest. Turnover is the measure that finds those, and it is the least often published of the three.

Does consolidated volume include everything?

It includes trades reported to the consolidated tape, which covers exchange and off-exchange executions in the United States, but the reporting conventions matter. A large share of volume is executed away from the primary listing venue, so a single-exchange figure is a fraction of the total, and the fraction differs between instruments. Anyone comparing volume across instruments should check that both figures are consolidated.

Why do the same names keep appearing?

Because the ranking is stable in exactly the way that makes it uninformative. Price does not change much day to day, so a list ordered largely by the inverse of price does not change much either. The instruments that appear are those with low prices and large share counts outstanding, and their presence says almost nothing about what happened in the market on the day you are looking at.

How would I build a useful version of this list?

Rank by dollar volume relative to the instrument’s own recent average rather than by an absolute figure. That makes the list scale-free in both directions: it removes the price effect, and it removes the size effect, so what surfaces is instruments trading unusually heavily for themselves. That is a list of things that happened today, which is what a most-traded screen is presumably meant to be.

Does high volume mean an instrument is worth looking at?

It means something occupied a lot of attention, and nothing about direction; every share bought was sold. Heavy trading makes a price move more meaningful in either direction, and on a screen it is best read as a filter for "something happened here" rather than as a signal. The most-traded lists that mislead are the ones presented as if the ranking itself were the finding.