Hugging Face lets organizations pay through Google Cloud Marketplace
Hugging Face announced that an organization can now link to a Google Cloud account through the Google Cloud Marketplace. Once linked, its Hugging Face usage shows up on the Google Cloud bill instead of being charged to a credit card.
The pitch is aimed at companies that already run on Google Cloud, where adding a new vendor and a corporate card just to use Hugging Face can slow things down. The post lists three benefits. First, one bill: Hugging Face usage appears on the existing Google Cloud invoice next to other cloud spend. Second, no new vendor to onboard: purchases go through the existing Google Cloud billing account and procurement process. Third, broad coverage: upgrading an org to a Team or Enterprise subscription, pay-as-you-go compute (Jobs, Inference Endpoints, Inference Providers, GPU Spaces, ZeroGPU quota extension), and additional storage, all at public Hugging Face pricing.
The setup is a three-step process for organization admins. Step one: on the Hugging Face Hub listing in the Google Cloud Marketplace, pick the Google Cloud project, click Subscribe, choose the billing account to be charged, accept the terms and click Subscribe again. Google Cloud then asks you to finish setting up with Hugging Face; "Sign up with Hugging Face" redirects you there.
Step two: on Hugging Face, select the organization to link. Only organizations where you are an admin are listed. After you confirm, you land in the organization's billing settings, where the payment method section shows the linked Google Cloud account with a pending status. Every cloud marketplace subscription is reviewed by the Hugging Face team before paid usage is billed through it. While it is pending, usage keeps being billed to the organization's existing payment method, if any.
Step three: once the subscription is approved, an email confirms the link. Organizations with a credit card on file switch to marketplace billing at the start of their next billing period. Free-tier organizations with no card on file usually switch immediately, so their paid usage is billed through the marketplace right away. The billing settings then show Google Cloud as the active payment method, and all members of the organization can use Hugging Face compute services, with usage appearing on the Google Cloud bill.
The post lists a few things worth knowing. Google Cloud replaces the credit card as the payment method, and because usage is metered and reported to Google Cloud, adding credits is not available while the organization is billed through the marketplace. Included credits still apply: for Team or Enterprise organizations, the monthly included credits are applied before any pay-as-you-go usage is reported to Google Cloud. Usage can be monitored in the billing section of the organization settings, and charges are found in the Billing reports of the Google Cloud console. Linking and unlinking are both recorded in the organization's audit logs. The post points to the billing documentation for details and to billing@huggingface.co for questions.
Key facts
- A Hugging Face organization can now be linked to a Google Cloud account via the Google Cloud Marketplace, so usage appears on the Google Cloud bill instead of a credit card.
- Covered purchases: Team or Enterprise subscription upgrades, pay-as-you-go compute (Jobs, Inference Endpoints, Inference Providers, GPU Spaces, ZeroGPU quota extension) and extra storage, at public Hugging Face pricing.
- Setup is three steps, and only organization admins can link: subscribe on the Marketplace, link the organization on Hugging Face, then wait for approval.
- Every marketplace subscription is reviewed by the Hugging Face team; until approved, usage is billed to the existing payment method, if any.
- While billed through the marketplace, adding credits is unavailable; Team and Enterprise monthly included credits are applied before usage is reported to Google Cloud.
Why it matters
This is a procurement change, not a capability change. Teams that already buy through Google Cloud can pay for Hugging Face services on the same invoice and through the same billing account and procurement process, without onboarding a new vendor or issuing a corporate card. The post argues that this removes friction for companies already running on Google Cloud.
Who it affects
Admins of Hugging Face organizations whose company already uses Google Cloud, since only admins can link an organization. Once linked, all members of the organization can use Hugging Face compute services with usage billed to Google Cloud. Organizations on the free tier, those with a card on file, and Team or Enterprise subscribers are all covered, with different switch-over timing.
How to use it
An admin subscribes to the Hugging Face Hub listing on the Google Cloud Marketplace, chooses the project and billing account, accepts the terms, then signs up with Hugging Face and selects the organization to link. After the Hugging Face team approves the subscription, an email confirms the link. Cards on file switch at the next billing period; free-tier organizations without a card usually switch at once. Charges are found in the Billing reports of the Google Cloud console, and usage in the organization's billing settings. Pricing is the public Hugging Face pricing.
How solid is it
This is a first-party announcement from Hugging Face, written as a step-by-step guide with specific interface steps and behaviours. It names no customers, executives or launch date beyond "now", and states no review turnaround time for approval.
Risks and caveats
Adding credits is not available while an organization is billed through the marketplace. Paid usage is not billed through Google Cloud until the Hugging Face team approves the subscription; in the meantime the existing payment method is charged, if any. Organizations with a card on file wait for their next billing period to switch. The post states no discounts or committed-spend terms, only public Hugging Face pricing. Linking and unlinking are recorded in the organization's audit logs.