Hugging Face adds Google Cloud billing for Hub usage

Hugging Face now offers a Google Cloud Marketplace payment option that lets organizations link Hub usage to a Google Cloud account instead of charging a credit card. Announced November 10, the new billing route puts eligible Hugging Face charges into Google Cloud billing.

Hugging Face says organizations that already buy through Google Cloud Marketplace can use the option to reduce procurement friction by relying on an existing Cloud Billing account and Marketplace approval process. The company presents this as a way to avoid onboarding another vendor, though the available sources do not quantify time or cost savings.

Setup starts at the Hugging Face Hub Marketplace listing. A buyer chooses a Google Cloud project and billing account, accepts the terms and subscribes, then returns to Hugging Face so an administrator can select the organization to link. Hugging Face reviews every subscription before moving paid usage to Google Cloud. Until approval, the existing payment method remains active, if one is on file.

After approval, an organization with a card on file switches at the start of its next billing period. A free-tier organization without a card usually switches immediately, according to Hugging Face’s billing documentation. The route is available for Team and Enterprise organization subscriptions, along with pay-as-you-go Jobs, Inference Endpoints, Inference Providers, GPU Spaces, ZeroGPU quota extensions and additional storage at public pricing. Included Team or Enterprise credits apply before pay-as-you-go usage is reported to Google Cloud.

Google says commercial Marketplace products are charged to a linked Cloud Billing account, with charges listed separately in billing reports and exported billing data. Marketplace procurement requests can also be reviewed, approved or denied by authorized administrators, while purchasing or billing-plan administration requires the relevant Google Cloud IAM permissions.

Hugging Face says usage appears on the organization’s existing Google Cloud invoice. Google’s documentation notes that the exact billing document can vary by transaction model and jurisdiction, and that some agency-model transactions receive separate Marketplace documents. The option is limited to Hugging Face organizations; individual PRO subscriptions remain credit-card only.