OpenAI Launches GPT-6 Astra Ultrafast – 8x Faster with NVIDIA Blackwell
OpenAI has launched GPT-6 Astra Ultrafast, powered by NVIDIA's Blackwell GPUs. The new mode delivers up to eight times faster generation for API users and select enterprise customers.

What happened?
OpenAI has released GPT-6 Astra Ultrafast via its API and to selected ChatGPT Work and Codex users. The new mode is powered by NVIDIA's Blackwell GPUs and achieves up to 8x faster token generation compared to Astra Standard. The model's performance has been optimised specifically for the Blackwell architecture to significantly reduce latency.
Key facts
| Prestandaökning | Upp till 8x snabbare tokengenerering |
|---|---|
| Hårdvara | NVIDIA Blackwell GPU:er |
| Målgrupp | OpenAI API, ChatGPT Work och Codex |
”NVIDIA’s deep investment in tooling and documentation has enabled us to make our models exceptionally good at programming Blackwell”
Why it matters
In complex agent workflows where AI continuously writes code, runs tests, and invokes external tools, latency becomes a major bottleneck. By reducing wait times at each step, the perceived response time in interactive programmes is improved, and development cycles are dramatically shortened.
Who is affected?
The initiative is primarily aimed at software developers and companies building autonomous code agents or interactive applications. Organisations with ChatGPT Work and Codex licences will also have access to these accelerated speeds.
Impact on the EU
Fast API models are generally released globally without the EU-specific delays that have sometimes affected consumer-facing features. The higher computational capacity of the Blackwell infrastructure is prepared for global distribution via OpenAI's API.
What else you should know
NVIDIA and OpenAI stress that the acceleration is not only due to hardware, but also involves deep software optimisation for programming tools. OpenAI states that NVIDIA's investments in documentation and tools have been critical to the performance of the models in developer environments.
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