Pundit ClaimsAI claims by Gary Marcus and Ed Zitron, with the evidence

“On top of that, these products are extremely expensive to run. ChatGPT burns millions of dollars a day in computing power, while charging a per-access-token price for companies to plug into its models.”

Degenerative AI, paragraph 26. The full statement is at the source.

Our reading, the sentence that was checked:

Generative AI products are extremely expensive to run; ChatGPT burns millions of dollars a day in compute.

Assessment: Contradicted Evidence as of

Where and when Ed Zitron wrote it

Where's Your Ed At, Degenerative AI, paragraph 26.

Said
Source observed
live page, full text, public
Evidence as of
the cutoff for this assessment
Assessment recorded
assessment wyea-degenerative-ai-72e357-a1

We recorded 10 claims from this post. See every claim from this post.

The wording above is the version this site observed on 2026-10-28. The source may have been edited after 2023-02-16. This page does not claim the wording was captured then.

What the claim commits to

Kind
Observation
Deadline, as the speaker wrote it
None stated. This site does not add one.
Deadline state when assessed
No horizon
Deadline state on 2026-10-29
No horizon (the release’s reference date)

From the speaker

  • extremely expensive to run
  • ChatGPT burns millions of dollars a day in computing power

Our interpretation

  • The numerical claim concerns OpenAI's daily computing cost for operating ChatGPT, excluding model training, other products and total company expenses.
  • I read 'millions of dollars a day' as at least US$2 million daily. The result would be unchanged using a US$1 million threshold.
  • The ongoing observation describes February 2023 as of the February 16 post. I use that current month, rather than a later operating period.
  • The post links the cost assertion to Forbes reporting, so the accounting basis is estimate.
  • 'Extremely expensive' supplies no separate measurable threshold. I assess the accompanying daily-cost figure.

Counts as supported if: A substantiated estimate or disclosure for ChatGPT's contemporaneous daily operating compute cost reaches at least US$2 million.

Counts as contradicted if: A credible estimate measuring the same contemporaneous daily operating compute cost places it below US$2 million.

Retrospective: these criteria were written after the outcome was public.

Current assessment

Was it true for the period described?

Outcome: Contradicted

The dated evidence goes against what the claim committed to, under the criteria frozen before grading.

Scored on a plain reading. The speaker named no measure for this claim, so it was judged on the reading an informed reader would take, stated below under our interpretation. Both reviews had to find that reading fair.

Evidence as of
Deadline state when assessed
No horizon
Assessment recorded
Policy version
2026-10-28.7

Rationale

The accessible reporting identifies a February 2023 estimate of $694,444 per day for operating ChatGPT. That contradicts the claimed millions per day on the estimate basis implied by Zitron's linked reporting. It does not contradict the qualitative description of substantial expense. This assessment concerns the historical estimate, not a verified OpenAI bill or later ChatGPT costs.

Limitations

  • The decisive evidence is reputable secondary reporting because the primary analysis was marked PARTIAL.
  • A modeled estimate cannot establish the exact actual expenditure.
  • The linked Forbes assertion could not be examined beyond discovering its provenance.

Evidence (1 item)

  • Goes against the claim: Computer Weekly,

    The research estimated that ChatGPT costs $694,444 per day to run.

    Why it matters here: The preceding sentence explicitly identifies this as February research on the hardware supporting ChatGPT. Its estimated daily cost is below either US$1 million or US$2 million.

    Publisher
    Computer Weekly
    Kind of source
    News report
    Measures
    OpenAI, ChatGPT daily operating compute cost, USD dollars per day, estimate, 2023-02 to 2023-02
    Describes events of
    Public from

Where it was said (1)

Said once in the sources this register covers.

  • : Where's Your Ed At, Degenerative AI

    On top of that, these products are extremely expensive to run. ChatGPT burns millions of dollars a day in computing power, while charging a per-access-token price for companies to plug into its models.

    Published
    2023-02-16
    Source observed
    , live page
    Access
    full text, public

History

Assessment versions

Recorded events

  1. Assessment publishedBy this site

    First assessment published after both reviews and the final-text check passed.

    About assessment wyea-degenerative-ai-72e357-a1.