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# Credibility beats volume: the accounts that actually move the needle

> We graded every account we track that has a real track record. The distribution is not a bell curve, it splits in two, and the credible minority carries almost all the correct calls. Here is what it looks like, and two names that show why loudness is a bad proxy for it.

By Maya Koeva · 2026-07-09

![A glossy crowd of dim grey avatars with a few bright chrome-and-green ones lit up among them, illustrating a small credible minority carrying the signal.](/blog/credibility-beats-volume.png)

We keep saying the same thing in different articles: [credibility](/learn/what-is-a-credibility-score)
beats volume. It is the point behind the [FuelCell autopsy](/blog/signal-autopsy-fuelcell),
the [smart-money explainer](/learn/smart-money-vs-the-crowd), and every "loud is not strong"
piece we have run. This week we wanted to put numbers behind the slogan and show what the
credibility data across the accounts we track actually looks like.

## Most of the crowd has never been right

We took every account we track that has built up an actual track record, about 6,000 of them,
and looked at where their [credibility](/learn/what-is-a-credibility-score) sits. The shape is
not a bell curve. It splits in two. More than four in ten of these accounts sit below 0.2,
close to the floor: voices that have made plenty of calls and gotten most of them wrong. Nearly
as many sit at 0.6 and above. There is very little in the middle.

The concentration of *correct* calls is starker still. The credible accounts, the ones at 0.6
and up, produce roughly three quarters of every correct call in that graded set. The bottom
group, the 44% near the floor, produce less than one percent of them, while still doing about a
sixth of all the talking. A large slice of the crowd is loud and almost never right. A smaller,
quieter slice carries nearly all of the signal worth acting on. That is not a knock on anyone.
It is just what happens when you grade [track records](/learn/how-a-track-record-is-graded)
instead of counting followers.

## Why volume is such a bad proxy

Because credibility is this concentrated, [mention volume](/learn/volume-vs-signal) is a
genuinely bad proxy for whether a signal is real. A name can pull enormous attention almost
entirely from the low-credibility majority, and on a volume chart it looks like any other busy
ticker. The counts tell you how many people are talking. They tell you nothing about whether any
of them have been right before. That is the exact gap a
[mention leaderboard](/blog/most-mentioned-stocks-week) cannot see.

## Two names, same board, opposite reads

Credibility does not just describe accounts, it describes the conversation around a stock. Here
are two names from the last few weeks that make the point, each already pulled apart in its own
autopsy. For reference, the average graded account we track sits around 0.46.

| | Virgin Galactic (SPCE) | FuelCell (FCEL) |
|--|--:|--:|
| Mentions | 134 in 48 hours | 123 accounts, all month |
| Trusted accounts | under 1 in 4 | 94% |
| Avg credibility | 0.15 | 0.62 |
| How it resolved | +23% pop, then halved | +92% off the low |

[SPCE](/blog/signal-autopsy-the-hype-quantral-didnt-buy) was a two-day confusion trade off the
SpaceX IPO, one of the loudest names on the entire board for 48 hours, carried by accounts
averaging 0.15 credibility. It popped once and slid to half the pop. [FuelCell](/blog/signal-autopsy-fuelcell)
drew a fraction of that noise, but almost everyone talking had a real record, at 0.62 average,
and it ran 92% off its low. One was loud and hollow. The other was quiet and trusted. The
[score](/learn/what-is-a-stock-signal) told them apart while a volume chart would only have
pointed you at the louder, emptier one.

## The takeaway

This is why the product weights signals by credibility instead of ranking them by loudness. The
crowd's size is not its accuracy, and most of the crowd, among the accounts we track, has not
earned the benefit of the doubt. Find the credible minority and you find the signal. Count
everyone equally and you find the noise. Loud tells you where the attention is. Credible tells
you whether it is worth respecting.

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*Quantral surfaces signals and context from public sources to support your own research.
Nothing here is financial advice or a recommendation to buy or sell. Past signals are not
indicative of future results.*
