GPT-6: Astra for financial services

Long-document financial analysis — filings, prospectuses, and multi-year statements — at a per-token input cost of $10 per 1M.

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Last verified 5 September 2026.

Use GPT-6 Astra in 4 steps

Step 1 of 4

Try GPT-6 Astra in the OneInfer playground without writing code, or create an API key in the Console to call it from your app.

export ONEINFER_API_KEY="your-api-key"

The grounding number: long-context analysis at $10 per 1M input tokens

At $10 per 1M input tokens (below the 272,000-token surcharge threshold), a full quarterly filing or a multi-document diligence set fits inside GPT-6: Astra's 1,050,000-token window for a bounded, predictable cost, letting an analyst reason across the whole document set in one pass instead of chunking it.

Example prompt

Example
Extract every material risk factor and forward-looking statement from the attached filing, cite the exact section for each, and flag any figure that appears inconsistent with the prior quarter's filing.

Who should look elsewhere

This is not financial advice. Verify every extracted number against the authoritative filing before it feeds a decision, and treat generated summaries as a starting point for a qualified analyst, not a final output.

Ready to test the workflow?

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Recommended access

Use pay-as-you-go API credits for a controlled evaluation on your own workload and cost profile before committing production routing.

Put GPT-6: Astra to work

Fund a controlled evaluation, start with a prepared prompt, and measure quality and cost on your own workload.

Create account & add creditsRun this with GPT-6: Astra