“Those price wars did in fact come to pass; users costs per token are roughly a hundred times lower two year later.”
Our reading, the sentence that was checked:
LLM price wars occurred and user costs per token are roughly 100 times lower than two years earlier.
Assessment: Unresolved Evidence as of
Where and when Gary Marcus wrote it
Marcus on AI, The rapid rise and slow decline of Sam Altman, paragraph 22.
- Said
- Source observed
- live page, full text, public
- Evidence as of
- the cutoff for this assessment
- Assessment recorded
- assessment marcus-the-rapid-rise-and-slow-decline-of-4cb944-a1
We recorded 18 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 2026-01-13. 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
- Those price wars did in fact come to pass
- users costs per token
- roughly a hundred times lower
- two year later
Our interpretation
- The comparison is between early January 2024 and prices available by January 13, 2026.
- The ordinary reading concerns public LLM API prices for comparable capability, with competitive price reductions across suppliers.
- Roughly a hundred times lower means approximately one hundredth of the earlier price. Marcus supplies no model basket, capability threshold, or token weighting.
- This is a market service-price claim, not a claim about a particular company's financial accounts; metric_scope is therefore null.
Counts as supported if: Documented competitive cuts and representative, capability-matched API comparisons show an approximately hundredfold price reduction over the stated two years.
Counts as contradicted if: Representative comparisons over those same endpoints and on the same capability and token basis show a materially different reduction, or evidence establishes that the asserted competitive cuts did not occur.
Retrospective: these criteria were written after the outcome was public.
Current assessment
Was it true for the period described?
Outcome: Unresolved
The record was checked, and the evidence available by the cutoff does not settle it.
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
Competitive price cuts are documented, and independent research confirms very large declines in the price of comparable capability. The evidence reviewed does not establish a representative hundredfold decline specifically from January 2024 to January 2026. Different capability thresholds and token treatments produce different answers. The price-war component holds, but the numerical component remains unsettled.
Limitations
- A supported component is not enough to support the full conjunction.
- The available alternative comparisons do not directly contradict the stated two-year figure.
Evidence (2 items)
Supports the claim: Reuters, republished by Yahoo Finance,
price cuts of up to 97%
Why it matters here: The report describes Alibaba's cuts and Baidu's response hours later, supporting the occurrence of competitive price cutting. It does not establish a hundredfold market-wide decline over two years; news reporting is used for the competitive sequence.
- Publisher
- Reuters, republished by Yahoo Finance
- Kind of source
- News report
- Describes events of
- Public from
Context only: Epoch AI,
depending on the performance milestone
Why it matters here: The analysis confirms large capability-adjusted price declines and substantial variation by benchmark. These annual fitted rates are not a measured January 2024-to-January 2026 price ratio.
- Publisher
- Epoch AI
- Kind of source
- Independent measurement
- Describes events of
- Public from
What would settle it
A reproducible comparison of historical January 2024 and early-January 2026 API prices, using a justified capability-matched basket and fixed input/output and caching treatment.
Where it was said (1)
Said once in the sources this register covers.
: Marcus on AI, The rapid rise and slow decline of Sam Altman
Those price wars did in fact come to pass; users costs per token are roughly a hundred times lower two year later.
- Where
- paragraph 22
- Published
- 2026-01-13
- Source observed
- , live page
- Access
- full text, public
History
Assessment versions
- Assessment marcus-the-rapid-rise-and-slow-decline-of-4cb944-a1: Current. Outcome: Unresolved. Evidence as of 2026-10-28. Public date not recorded.
Recorded events
Assessment publishedBy this site
First assessment published after both reviews and the final-text check passed.
About assessment marcus-the-rapid-rise-and-slow-decline-of-4cb944-a1.