ASTRA PRICING TOOL
Estimate what an Astra workload costs.
Use the published rates and see every assumption.
Choose a workflow scenario, model cached context and cache writes, and compare Standard, Batch/Flex, or Fast processing. The estimate covers model tokens only; tools, taxes, retries, and account limits remain visible exclusions.
RELEASED · ACCESS EXPANDING
Use GPT-6 Astra through the route that fits.
Astra is available through multiple documented routes. ChatGPT, Work, Codex, API, Copilot, Foundry, and third-party catalog access each have their own plan, account, client, or provider rules.
A route listing is not a promise that your account, plan, workspace, or region is eligible.
Official OpenAI routes lead. GitHub and Microsoft routes are labeled separately.
HowToUseAstra does not sell access to Astra. Route listings are editorial and do not promise eligibility, identical product terms, or provider endorsement.
ASTRA COST CALCULATOR
Choose a scenario
CHECK ACCESS
Have a workload in mind? Check the route.
An estimate is not access. Confirm eligibility in the route you plan to use, then compare the documented route with alternatives when workflow or economics point elsewhere.
SCENARIO LIBRARY
Common workloads to compare.
Start with an example or change the inputs to match your own workload. The estimate covers model tokens only, so keep the exclusions in view.
Coding agent
Repository context, planning, edits, and verification across a bounded session.
- Input / request
- 12,000 tokens
- Output / request
- 3,000 tokens
- Requests / day
- 20
Research task
A source-grounded synthesis with explicit review and citation steps.
- Input / request
- 18,000 tokens
- Output / request
- 5,000 tokens
- Requests / day
- 8
Document analysis
A bounded document review with a structured output and human check.
- Input / request
- 25,000 tokens
- Output / request
- 4,000 tokens
- Requests / day
- 12
Customer support
A concise response workflow with retrieval and escalation rules.
- Input / request
- 2,500 tokens
- Output / request
- 700 tokens
- Requests / day
- 500
Batch processing
A repeatable transformation with sample validation and failure handling.
- Input / request
- 8,000 tokens
- Output / request
- 1,600 tokens
- Requests / day
- 1,000
Long-running agent
A multi-step workflow with checkpoints, tools, and explicit stop conditions.
- Input / request
- 40,000 tokens
- Output / request
- 8,000 tokens
- Requests / day
- 4
BEFORE YOU BUDGET
Make the estimate match your workload.
The total changes with cached input, processing mode, quotas, discounts, and how much work happens outside the model.
- Use the official rate card.Current list rates are $10/M input, $1/M cached input, $12.50/M cache writes, and $50/M output.
- Separate verified from assumed.Use your own workload assumptions, then check product limits in the published OpenAI documentation.
- Show caveats beside totals.Do not hide excluded tools, retrieval, taxes, retries, discounts, or rate limits in a footnote.
OWNED OFFER · FIXED-SCOPE REVIEW
Get an Astra Production Readiness Review.
Founding test: $299. For one planned workload, the review includes intake, one 60-minute working session, a written decision memo within two business days, and one 20-minute follow-up. Submit the workload first; if it is a fit, scope, timing, and payment are confirmed before either side commits.
No charge today. Do not submit secrets, source code, customer data, or regulated data. This is independent implementation guidance, not OpenAI sales or endorsement.