The headline rate does not apply to a long-context workload.
Complete context ladder · 1 tier
More than 272,000 tokens
$20.00/M in (2×) $75.00/M out $2.00/M cached input $25.00/M cache write
Who sells it
The same weights, different shops. Cheapest is not like-for-like when serving precision differs.
6 provider offers · rates, limits and conditions
Rates are USD per million tokens. Endpoint terms can differ even when the quoted price and precision match. A listed parameter is a provider declaration, not a task-success test.
GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creation, with particular strengths in long-horizon...
Questions this page answers
What does GPT-6 Astra cost?
$10.00/M in, $50.00/M out in this catalogue, as of the fetch date on this page. That is the API row, not a subscription.
Does GPT-6 Astra have an independent quality score?
GPT-6 Astra has an LMArena score in this catalogue.
What beats GPT-6 Astra?
GPT-5.5 has an equal-or-higher measured score and an equal-or-lower price.
Does this page use Artificial Analysis scores for GPT-6 Astra?
No. Artificial Analysis figures are not published here. Quality on this page is LMArena Elo where a score exists; otherwise the row is unrated.
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OpenAI: GPT-6 Astra. Balanced workload. Better value option available. Evidence as of 23 Sept 2026.
The verdict as one SVG, for a README or a docs page. It states this model's dominance
status at the balanced workload on the LMArena lens, with the date it was computed, and
it is rebuilt with the catalogue — so it changes when the verdict changes, including to
one you would rather it did not.