Margin of Opinion

One stock.Three analysts.Rarely the same answer.

An optimist, a skeptic and a numbers person take the same company apart: what it does, what it earns and what could go wrong. Plain language, real research, honest disagreement.

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Same company, same numbers, three readings.

Every episode ends with each analyst placing a mark. The gap between them is the point of the show.

Illustration only. The show is education and entertainment, never a recommendation to buy or sell anything.

How an episode works

Eight to twelve minutes, one company, the same four parts every time.

  1. The company

    What it sells, who pays for it and how the money comes in, explained without jargon.

  2. Three cases

    Each analyst makes an argument from the same filings and the same numbers.

  3. Cross-examination

    They poke holes in each other's case. This is usually where it gets funny.

  4. The marks

    Everyone places a mark on the scale and says what would change their mind.

The panel

Three recurring analysts with very different temperaments. Names and faces arrive with episode one.

The optimist

Sees the next decade before the next quarter. Has read every bull case and written a few.

"Short term it's noise. Look at where this is going."

The skeptic

Starts with the balance sheet and the footnotes, because that's where the problems hide.

"Lovely story. Now show me the cash."

The numbers person

Has no favourite. Builds the model, checks the assumptions and keeps the other two honest.

"Fine, but what's that worth at this price?"

The analysts are AI-generated characters. Their opinions are part of the show, not advice.

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