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OpenAI launches GPT-6 Astra

Saturates three benchmarks, $10/$50 pricing, 1.05M-token context.

By , Editor-in-Chief · FeaturedDailyVerified September 2026

The answer

OpenAI released GPT-6 Astra on 3 September 2026 at $10/$50 per million tokens.

OpenAI released GPT-6 Astra on 3 September 2026. The model is state-of-the-art on computer use, browsing, software engineering, cybersecurity, science and professional work, according to the company.

We're introducing GPT‑6 Astra, the world's most intelligent and aligned model.

Source: OpenAI · 3 September 2026

Benchmarks and pricing

Astra saturates FrontierMath Tier 4 at 98%, ARC-AGI-3 at 99.9% and ExploitBench at 100%. It reaches 64.6% on Terminal-Bench Science 0.1 against 52.6% for Claude Fable 5.1, at approximately 31% lower estimated API cost, and 59.3% on Agents' Last Exam against 55.5% for Claude Opus 5.

Item Rate per million tokens
Input $10
Cached input $1
Output $50

Batch and Flex halve standard rates; Fast mode doubles them at up to 2x speed. Prompts beyond 272K input tokens reprice the entire request. Context is 1,050,000 tokens with 128K maximum output and an April 2026 knowledge cutoff.

Safety and caveats

OpenAI built a new evaluation informed by the Hugging Face incident, testing whether a model facing a difficult or impossible task goes beyond its intended scope.

GPT‑6 Astra marks a new frontier in the speed, accuracy, and safety of computer use.

Source: OpenAI · 3 September 2026

OpenAI says Astra meets the 'Critical' cybersecurity threshold under its Preparedness Framework. The public model refuses advanced cyber tasks including proof-of-concept exploits; looser safeguards are reserved for vetted organisations via the Daybreak programme.

The headline 99.9% ARC-AGI-3 score came from a provider-specific harness preserving reasoning state between actions. A neutral harness produced 62.7% at far higher compute cost.

Greg Kamradt of the ARC Prize Foundation said Astra surpassed the foundation's human action-efficiency baseline on 96% of levels, effectively reaching human parity on the benchmark, and described it as a step change in frontier-model performance.

At the launch briefing OpenAI president Greg Brockman argued buyers should judge price per completed task rather than per token, citing OSWorld 2.0 results where Astra scores higher than GPT-5.6 Sol and finishes faster.

Astra launched in the same week as Anthropic's Claude Fable 5.1 and Mythos 5.1 and updates from Meta and Google, prompting CNBC coverage of 'model fatigue' among enterprise buyers on 6 September.

Claude Fable 5.1 matches Astra's $10/$50 headline pricing but charges $0.25 per million cached input tokens against Astra's $1.

Frequently asked questions

What does GPT-6 Astra cost?
$10 per million input tokens, $1 cached input and $50 per million output at standard tier.
What is the context window?
1,050,000 tokens, with 128K maximum output and an April 2026 knowledge cutoff.
Where is it available?
ChatGPT Plus, Pro, Business and Enterprise, the OpenAI API, Microsoft Azure and AWS Bedrock.

Sources

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