“Even if these companies were profitable on inference (I do not believe they are), they are dramatically, horrendously unprofitable on subscriptions, and there isn’t a chance in Hell that the majority of those subscriptions convert into token-based API users.”
Our reading:
Most Anthropic and OpenAI subscribers will not switch to paying for token-based API access.
Assessment: Unresolved
What happened
Did the forecast come true?
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
Anthropic's October 7, 2026 update says Claude Max and Team plans include monthly API credits while subscription access continues [e1]. The update does not measure subscribers switching to separately paid, token-metered API use [e1]. It establishes neither majority conversion nor a terminal event closing the opportunity to convert [e1].
Caveats
- The packet contains no linked conversion records for the subscriptions active on March 17, 2026.
- Bundled credits do not establish conversion to separately paid API use.
- The forecast has no deadline, so a low conversion rate at an interim cutoff would not settle it.
Evidence (1 item)
Context only: Anthropic,
plans now include monthly API credits.
Why it matters: Bundled API credits provide a route for subscribers to use the API. Their availability does not reveal how many subscribers switched to separately paid API use.
- Publisher
- Anthropic
- Kind of source
- Company disclosure: the company describing itself, not an independent finding
- About events on
- Published
How we judged it
- Kind of claim
- Forecast
- Deadline
- None given. We don’t add one.
Where we had to interpret
- Majority means more than 50% of the relevant subscription cohort.
- Use subscriptions active at the post date as the baseline cohort, tracking each company separately and the combined population where possible.
- Conversion means switching to paid, token-metered API use. Receiving bundled API credits or making an incidental API request does not by itself establish conversion.
- No deadline is supplied. A forced migration is a possible test, not an antecedent expressly required by the speaker.
- The categorical wording is assessed as a prediction of non-conversion, not as a statistically measurable zero probability.
Right if: A definitive, completed disposition of the relevant subscription cohort shows that no more than half converted to paid token-based API use, with no remaining conversion path for the claim being assessed.
Wrong if: Verified cohort records show that more than half of the relevant subscriptions converted to paid token-based API use.
We wrote this test after the outcome was known.
What would settle it
Verified records showing that more than 50% of the fixed baseline cohort switched to paid token-metered API use would contradict the forecast. A terminal event closing further conversion, with final records showing no more than 50% converted, would support it.
We found 38 claims in this post. See them all.
Full record
Source and dates
Where's Your Ed At, Why Are We Still Doing This?, paragraph 50.
- Said
- We read the source
- live page, full text, public
- Evidence up to
- Checked
We read this wording on 2026-10-28. The post may have been edited after 2026-03-17.
Where it was said (1)
Said once in the posts we read.
: Where's Your Ed At, Why Are We Still Doing This?
Even if these companies were profitable on inference (I do not believe they are), they are dramatically, horrendously unprofitable on subscriptions, and there isn’t a chance in Hell that the majority of those subscriptions convert into token-based API users.
- Where
- paragraph 50
- Published
- 2026-03-17
- We read it
- , live page
- Access
- full text, public
History
Versions
- Current: Unresolved. Evidence up to 2026-10-28.
What happened to this record
PublishedBy us
Published after both AI reviews and the final check passed.
Held backBy us
The final check failed: a cited source didn’t say what the write-up said.