“At $1.25 trillion (as mentioned above), OpenAI would need a much better listing price than Anthropic is expected to have, for a company with objectively worse metrics, including slower growth, lower revenue, higher costs, and hundreds of millions of free users that generate, at best, about a billion dollars in “annualized” ad revenue against the billions of dollars it costs to serve their compute.”
Our reading:
OpenAI has objectively worse metrics than Anthropic (slower growth, lower revenue, higher costs), and its free users bring in far less ad revenue than they cost to serve.
Assessment: Unresolved
What happened
Was it true for the period described?
Outcome: Unresolved
We checked, and the evidence so far doesn’t settle it.
Judged on a plain reading. They named no measure, so we used the reading a typical informed reader would take. It is spelled out under “How we judged it”.
Evidence up to . Checked .
Why
OpenAI confirms the $1 billion advertising run rate. That does not establish the free-user cost comparison. The revenue comparison also needs reconciliation of partner-share accounting. The retrieved evidence does not settle all the claimed financial differences on matching measures.
Caveats
- The SEC filing could not be read directly.
- The claim combines several financial measures that cannot be represented by one uniform accounting scope.
- Failure to find comparable records is not evidence that Zitron's comparisons are false.
Evidence (2 items)
Context only: OpenAI,
$1 billion
Why it matters: Confirms the advertised run rate during the target quarter. It does not separate revenue from free users or establish their serving costs, and therefore does not settle the compound comparison.
- Where
- Opening paragraph
- Publisher
- OpenAI
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- Measures
- OpenAI, ChatGPT Ads annualized revenue run rate, USD billions, company reported, 2026-08-31 to 2026-08-31
- About events on
- Published
Context only: Reuters, republished by The Straits Times,
net basis
Why it matters: The report describes different treatment of partner shares at the two companies. Its headline revenue figures cannot establish an equivalent financial comparison without reconciliation.
- Publisher
- Reuters, republished by The Straits Times
- Kind of source
- News report
- About events on
- Published
How we judged it
- Kind of claim
- Observation
- Deadline
- None given. We don’t add one.
Where we had to interpret
- The ordinary reading is a comparison of financial performance on comparable definitions, rather than a comparison of differently defined headline figures.
- Use July–September 2026, the latest completed quarter before publication. Compare revenue growth over the same interval and costs covering the same activities.
- The advertising figure is explicitly annualized. It must be compared with an annualized serving-cost estimate for the same free-user population, not with an unrelated quarterly expense or total company spending.
- The financial comparison draws on press estimates in the surrounding text. The advertising announcement separately uses company-reported figures.
- The single metric_scope summarizes several components; their realized and annualized measures must remain separate.
Right if: Comparable records establish lower OpenAI revenue and revenue growth, higher comparable costs, hundreds of millions of free users, and roughly $1 billion or less in annualized free-user advertising revenue against several billion dollars in comparable annual serving costs.
Wrong if: Comparable records establish the reverse of a stated financial comparison or show that free-user advertising revenue was materially above the stated ceiling or covered comparable serving costs. Conflicting components would warrant mixed rather than a blanket verdict.
We wrote this test after the outcome was known.
What would settle it
Comparable Q3 financial records for both companies, reconciled revenue recognition and cost categories, and a matched free-user advertising and serving-cost breakdown.
We found 42 claims in this post. See them all.
Full record
Source and dates
Where's Your Ed At, Running Dry, paragraph 17.
- Said
- We read the source
- live page, full text, public
- Evidence up to
- Checked
We read this wording on 2026-11-09. The post may have been edited after 2026-11-03.
Where it was said (1)
Said once in the posts we read.
: Where's Your Ed At, Running Dry
At $1.25 trillion (as mentioned above), OpenAI would need a much better listing price than Anthropic is expected to have, for a company with objectively worse metrics, including slower growth, lower revenue, higher costs, and hundreds of millions of free users that generate, at best, about a billion dollars in “annualized” ad revenue against the billions of dollars it costs to serve their compute.
- Where
- paragraph 17
- Published
- 2026-11-03
- We read it
- , live page
- Access
- full text, public
History
Versions
- Current: Unresolved. Evidence up to 2026-11-09.
What happened to this record
PublishedBy us
Published after both AI reviews and the final check passed.