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Deployment reach

Google Cloud starts private preview of OpenAI frontier models on its enterprise platform

Google Cloud began a select-customer private preview of GPT-6 Astra, GPT-6.1 Sol and GPT-6 Luna in Model Garden. Customers can access them through Google Cloud APIs and connected workflows. Zero Data Retention and Confidential Compute were described as coming later.

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CURRENT ASSESSMENT · REVISION 1
TOWARD DOOM18confidence 60/100

Why it moved the index

A second major cloud distribution channel broadens access to consequential coding and computer-use models. The rollout is restricted private preview, not universal availability; promised future security features are not counted as active safeguards. This is new deployment, not new model release.

Assessment history

  1. R1
    Toward 18 · confidence 60

    Owner-requested 30-day re-audit verified a distinct October omission against the fresh durable catalogue.

    30 Oct 2026

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  1. DoomBench assesses “Google Cloud starts private preview of OpenAI frontier models on its enterprise platform” as evidence moving toward doom, with magnitude 18 and confidence 60 out of 100 in the deployment reach category.

  2. The DoomBench assessment of “Google Cloud starts private preview of OpenAI frontier models on its enterprise platform” is based on reporting from Google Cloud and records the editorial rationale, source quality, attribution, and...

  3. DoomBench summarizes “Google Cloud starts private preview of OpenAI frontier models on its enterprise platform” as follows: Google Cloud began a select-customer private preview of GPT-6 Astra, GPT-6.1 Sol and GPT-6 Luna in Model Garden....

    https://www.doombench.com/news/google-cloud-starts-private-preview-of-openai-frontier-models-on-its-enterprise-platform-2026-10-20