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The Plain Bagel gives Anthropic's IPO filing a profit check

Richard Coffin separates adjusted earnings from accounting losses, then examines how much control public shareholders would actually get.

Why this story? 875,576 views so far, and here is what is inside it.

The Numbers Behind AnthropicThe Numbers Behind Anthropic

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  1. 3:20Founder-controlled shares carry majority voting power within a structure that also includes a long-term benefit trust.
  2. 6:06Most revenue comes from usage-based consumption, with cloud marketplaces providing a substantial sales channel.
  3. 7:56Large cash holdings sit alongside convertible debt liabilities and an accumulated stockholders' deficit.
  4. 9:21Adjusted measures show positive margins, while standard accounting statements show large net losses.
  5. 10:58Revenue rises sharply, and the financial statements show a second-quarter turn to operating profitability.
  6. 12:57Multiyear computing, purchase and lease commitments add future costs beyond the balance-sheet discussion.

Anthropic's revenue is climbing rapidly, but deciding what counts as profit takes a closer read. Richard Coffin's "The Numbers Behind Anthropic" works through the Claude developer's newly public IPO prospectus, including the accounting adjustments, founder voting power and computing commitments behind the growth.

The distinction at the heart of The Plain Bagel's analysis is between adjusted results and standard accounting statements. Anthropic's adjusted measures show positive margins, while its GAAP statements record large net losses, including losses driven by changes in the fair value of financial instruments. As Coffin puts it: "The issue, of course, is that these are all adjusted figures."

That does not mean he dismisses the business's progress. He also identifies a turn to operating profitability in the second quarter, alongside first-half revenue of roughly $16 billion. But he notes that the company expects operating margins to fluctuate as more upfront expenses arrive. An operating profit, an adjusted profit and a bottom-line profit are not interchangeable.

There is a separate question for anyone imagining that buying shares means getting much say. Coffin explains a structure involving a public benefit corporation, a long-term benefit trust and founder-controlled shares carrying a majority of the voting power. Public ownership would not mean public control.

He then moves beyond the balance sheet to multiyear computing agreements with Microsoft, Google and Broadcom, plus purchase and lease commitments. Those future obligations matter when assessing what the revenue growth will cost to sustain.

The analysis follows Coffin's earlier videos on AI-related debt and stock valuations, but this time he has a specific company's filing to unpack. His closing caution is characteristically direct: "High return opportunities come with a lot of risk."

Published on Trari

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  • Thank you for actually providing the document in the description! Most other sources I looked at wouldn't give me the courtesy.
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The facts
Subscribers
1,230,000 ▲ 10,000 this week
Channel views, last 7 days
1,036,178
Channel views, pace per day
70,424 (on a normal day: 113,911)
Video published
October 28, 2026
Video views so far
875,576 (4 days online)
Video views, pace per day
104,538 (on a normal day: 202,972)

The numbers

The prospectus breakdown has drawn about 876,000 views since publication. Here is how it sits alongside viewing across The Plain Bagel.

subscribers
1,230,000
▲ 10,000 in the last 7 days
total views
103,599,911
views per day
70,424
typical day: 113,911
the video
views
875,576
likes
10,899
comments
958
days online
4
subscribers: this channel and similar channels
Your Rich BFF
1,290,000
BiggerPockets
1,270,000
Kris Krohn
1,120,000
As of November 1, 2026 · Data source: Trari Social News, Trari Traffic Trends and Ranking Platform, Google YouTube
Subscriber, view, like and comment counts are YouTube's. Rates, usual days, rankings, comparisons and categories are Trari's own calculations.
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