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GPT-6 Astra

OpenAI's first GPT-6 model and the flagship above the GPT-5.6 family, aimed at long end-to-end work: computer use, software engineering, professional tasks and science.

Context
1M tokens
Max output
128K
Cutoff
Released

Hosted API price

List price via OpenAI · per 1M tokens

USD
Input
$10.00 /1M
Output
$50.00 /1M
Hosted by
OpenAI DigitalOcean Azure 3 providers

Hosted API pricing

How we price

Order

Providers are listed cheapest input rate first, then by output rate, a tie going to the creator's own listing. A provider that lists the model without a published rate sits at the end.

Prices

Base-tier, on-demand rates in USD per 1M tokens, converted at ECB reference rates where a provider publishes in another currency. Cached-input and batch rates show only where a provider publishes them. "Cheapest" marks the one provider with the lowest input and output pair; a tie wears no badge.

Cost

Input rate times the input tokens plus output rate times the output tokens, at the monthly volume set above the table. Cached-input, batch, long-context and reasoning-token billing are not modelled.

Transparency and funding

  • Affiliates: Affiliate links are marked. We may earn a commission if you click them, but commissions never affect the order.

Every provider serving GPT-6 Astra, cheapest input first. Set your monthly volume to see what each would bill.

Every provider serving GPT-6 Astra, with its price per 1M input and output tokens and what the volume above would cost
Provider Input /1M Output /1M Cached input /1M Cost at 10M in + 2M out Link
OpenAI logo OpenAI Creator $10.00 $50.00 $1.00 $200.00 Visit website
DigitalOcean logo DigitalOcean $10.00 $50.00 $1.00 $200.00 Visit website
Microsoft Azure logo Azure $10.00 $50.00 $1.00 $200.00 Visit website

Heads up: Base-tier, on-demand rates per 1M tokens; cached, batch and long-context tiers excluded. A provider may serve a shorter context or a quantized build than the creator's release. Verify before provisioning. More on how we price.

Similarly priced models

The models nearest GPT-6 Astra by blended rate, each at its own cheapest provider.

Models priced nearest GPT-6 Astra per 1M tokens, each at its cheapest provider
Model Blended /1M Input /1M Output /1M Context Cutoff vs GPT-6 Astra
Anthropic Claude Opus 4.8 Anthropic $8.3333 $5.00 $25.00 1M Jan 2026 −50%
Anthropic Claude Opus 5 Anthropic $8.3333 $5.00 $25.00 1M May 2026 −50%
OpenAI GPT-5.5 OpenAI $9.1667 $5.00 $30.00 1M Dec 2025 −45%
Anthropic Claude Fable 5 Anthropic $16.6667 $10.00 $50.00 1M Jan 2026 0%
Anthropic Claude Fable 5.1 Anthropic $16.6667 $10.00 $50.00 1M Jun 2026 0%
OpenAI GPT-6 Astra This model OpenAI $16.6667 $10.00 $50.00 1M Apr 2026
OpenAI o3-pro OpenAI $30.00 $20.00 $80.00 200K Jun 2024 +80%
OpenAI GPT-5 Pro OpenAI $32.50 $15.00 $120.00 400K Sep 2024 +95%
OpenAI GPT-5.2 Pro OpenAI $45.50 $21.00 $168.00 400K Aug 2025 +173%
OpenAI GPT-5.4 Pro OpenAI $55.00 $30.00 $180.00 1M Aug 2025 +230%
OpenAI GPT-5.5 Pro OpenAI $55.00 $30.00 $180.00 1M Dec 2025 +230%

USD per 1M tokens at each model's cheapest listed provider. Blended is the cost of 10M input plus 2M output tokens, spread over the 12M.

Capabilities

What GPT-6 Astra accepts and can do, as published by OpenAI.

  • Text Accepts and generates natural-language text.
  • Image Accepts images as input alongside text.
  • Reasoning Thinks before it answers, always on or as a switchable mode.
  • Function calling Connect to external tools, APIs, and systems.
  • Structured output Return responses in structured formats like JSON.
  • Web search Search the web for up-to-date information.
  • Code execution Write and execute code in a sandboxed environment.
  • File upload Process uploaded documents, spreadsheets, and other files.
  • MCP Connect to services via Model Context Protocol.

Common questions

What is GPT-6 Astra good for?

Long, end-to-end agent work: computer use, software engineering, professional tasks and science, with OpenAI's full hosted tool set. Reasoning effort is adjustable from low up to a max setting.

When is GPT-6 Astra not a good fit?

Budget-sensitive or high-volume traffic: it is the top of OpenAI's price range, where GPT-6 Sol and Luna are the lower-cost tiers. No audio or video input, and closed weights, so no self-hosting.

What is the cheapest way to run GPT-6 Astra?

The cheapest hosted rate is $10.00 / $50.00 per 1M tokens via OpenAI.

How does GPT-6 Astra compare with GPT-5.6 Sol?

Same 1M-token context and text and image input. GPT-6 Astra lists at 150% more per 1M input tokens and 150% more per 1M output tokens than GPT-5.6 Sol. It came out 2 months later and has a newer knowledge cutoff (April 2026 against February 2026).

Can I self-host GPT-6 Astra?

No. OpenAI does not publish the weights; GPT-6 Astra is available only through hosted APIs.

More from OpenAI

  • o3-deep-research 200K context · cutoff Jun 2024
    From $10.00 / $40.00 /1M in / out at the cheapest provider
  • GPT-4 Turbo 128K context · cutoff Dec 2023
    From $10.00 / $30.00 /1M in / out at the cheapest provider
  • o1 200K context · cutoff Oct 2023
    From $15.00 / $60.00 /1M in / out at the cheapest provider
  • o3-pro 200K context · cutoff Jun 2024
    From $20.00 / $80.00 /1M in / out at the cheapest provider
  • GPT-5.5 1M context · cutoff Dec 2025
    From $5.00 / $30.00 /1M in / out at the cheapest provider
  • GPT-5 Pro 400K context · cutoff Sep 2024
    From $15.00 / $120.00 /1M in / out at the cheapest provider
  • GPT-4 8K context · cutoff Dec 2023
    From $30.00 / $60.00 /1M in / out at the cheapest provider
  • GPT-5.2 Pro 400K context · cutoff Aug 2025
    From $21.00 / $168.00 /1M in / out at the cheapest provider