GPT-6 Astra: what it costs to run
The price OpenAI lists for GPT-6 Astra, what a support reply, a document summary and an agent task cost at it, and where that puts it among 37 models.
US dollars per million tokens, standard rate, shortest context band.
- 1,000 support replies
- $50.00
- Cached input
- $1
- Context window
- 1,050,000 tokens
- Released
- 3 Sep 2026
- Weights
- Closed
From OpenAI’s own pages, 22 September 2026.
GPT-6 Astra costs $10 per million input tokens and $50 per million output tokens on OpenAI’s own API, and $1 for cached input. At those prices 1,000 support replies cost $50.00, the 2nd most expensive of 33 priced models on our list.
What a job costs
Three jobs, 1,000 runs of each, at the list price above, and where each puts GPT-6 Astra among the 33 models with a list price.
| Job | 1,000 runs | Among 33 |
|---|---|---|
| Support reply3,000 in, 400 out. | $50.00 | 2nd most expensive |
| Document summary25,000 in, 1,000 out. | $300 | 2nd most expensive |
| Agent task80,000 in (70,000 cached), 3,000 out. | $320 | most expensive |
The token counts are ours, chosen to look like real work; the prices are OpenAI’s. All three jobs stay under 200,000 tokens a request, below every long-context surcharge on the list.
GPT-6 Astra on real small-business tasks
What the AIGROW benchmark measured when GPT-6 Astra was given 20 office tasks, each marked pass or fail by fixed checks.
- Success rate
- 85% of 20 runs passed (95% interval 64 to 95%), 10th of 36 models.
- Cost per 1,000 passes
- $27.91, failed runs included, worked from list price.
- Answer time
- 11 s median, 38 s at the 90th percentile.
- Strongest and weakest
- Bookkeeping (100% passed) and review replies (0%).
The small print
What the base rate above leaves out, copied from the maker’s pages: surcharges, discounts, promotions and cache pricing.
Requests above 272K input tokens bill 2x input and 1.5x output ($20 / $75, cached $2). Cache write $12.50. Batch and Flex 50% off, Fast mode 2x. Data residency adds 10%. Context 1,050,000 with max input 922K.
GPT-6 Astra against the models it is weighed with
Each comparison puts both list prices side by side and costs the same three jobs on each.
- vs Claude Fable 5.1
- The top model from each of the two best-known labs, at the same $10 / $50 list price.
- vs Gemini 3.1 Pro (preview)
- OpenAI's newest flagship against Google's strongest model at a fifth of the input price.
- vs GPT-5.6 Sol
- Tests whether the new flagship earns 2.5 times the price of the model it sits above.
Other OpenAI models
| Model | Input | Output | Context | 1,000 replies |
|---|---|---|---|---|
| GPT-5.6 LunaOpenAI | $0.20 | $1.20 | 1.05M | $1.08 |
| GPT-5.4 nanoOpenAI | $0.20 | $1.25 | 400K | $1.10 |
| GPT-5.4 miniOpenAI | $0.75 | $4.50 | 400K | $4.05 |
| GPT-5.6 TerraOpenAI | $2.00 | $12.00 | 1.05M | $10.80 |
| GPT-5.6 SolOpenAI | $4.00 | $20.00 | 1.05M | $20.00 |
| GPT-5.5OpenAI | $5.00 | $30.00 | 1.05M | $27.00 |
| gpt-oss-120bOpenAI · open weights | No list price | · | 131K | · |
Where the price comes from
Read on 22 September 2026. Each price is the standard rate for the shortest context band, with no batch or priority discount; long-context surcharges, batch rates and promotions are in each model’s small print. No price was taken from a reseller.
Run GPT-6 Astra for a quarter of its list price
AIGROW API credit covers GPT-6 Astra and is metered at the list price above: $25 buys $100 of usage.
Prices checked 22 September 2026