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Mikhail Savchenko
Mikhail Savchenko

Posted on Originally published at inite.ai

Hugging Face adds Google Cloud billing for Hub subscriptions

Hugging Face announced on November 10, 2026 that an organization on its Hub can now be tied to a Google Cloud account. Usage is then charged to the Google Cloud billing account rather than to a credit card.

What the link covers

According to the post, the arrangement applies to upgrading an organization to a Team or Enterprise subscription, to pay-as-you-go compute, and to extra storage at public Hugging Face pricing. The compute services named are Jobs, Inference Endpoints, Inference Providers, GPU Spaces and the ZeroGPU quota extension. The pitch is a single invoice and no separate vendor onboarding, since purchases run through the Google Cloud billing account and procurement process a company already has.

How the setup works

An admin of the Hugging Face organization starts on the Hugging Face listing in the Google Cloud Marketplace, picks a Google Cloud project and a billing account, accepts the terms and subscribes. Google Cloud then sends the admin to Hugging Face, where the organization to link is chosen. Only organizations where the person is an admin appear in the list.

After linking, the billing settings show the Google Cloud account with a pending status. Hugging Face reviews every cloud marketplace subscription before paid usage is billed through it. While the review is open, usage continues to go to the organization's existing payment method, if there is one.

When billing switches

Once approved, an email confirms the link. Organizations with a card on file move to marketplace billing at the start of their next billing period. Free-tier organizations with no card usually switch immediately.

Constraints to know

Google Cloud is substituting the card as the way to pay. Consumption gets tracked and sent to Google Cloud, which means adding credits cannot be done while marketplace billing is in effect.

  • Teams on Team or Enterprise subscriptions still get their monthly included credits applied first, before pay-as-you-go usage is reported to Google Cloud.
  • Linking and unlinking are both recorded in the organization's audit logs.
  • Usage can be checked in the organization's billing settings, and charges appear in the Billing reports of the Google Cloud console.

The post points to the billing documentation for details and lists [email protected] for questions. It does not mention other cloud marketplaces or any change to Hugging Face's public prices.

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