Hugging Face, the platform where developers find, build and run open AI models, now lets organisations link their account to a Google Cloud account. Once linked, the platform's paid usage appears on the Google Cloud invoice instead of being charged to a credit card. The covered services include private model and dataset hosting, GPU workloads through Jobs, Inference Endpoints, Inference Providers, GPU Spaces and the ZeroGPU quota extension, along with additional storage at public Hugging Face rates.
To set it up, an administrator subscribes to the Hugging Face Hub listing on the Google Cloud Marketplace, selects a project and billing account, and accepts the terms. The administrator then signs up with Hugging Face and chooses which organisation to link, from those where they are an admin. The link stays pending until Hugging Face reviews each marketplace subscription. Until approval, usage continues to be billed to any existing payment method. Organisations with a card on file switch at the start of their next billing period. Free-tier organisations without a card usually switch immediately. Google Cloud then replaces the card as the payment method, and adding credits is unavailable while billing runs through the marketplace. Included monthly credits on Team or Enterprise plans are applied before pay-as-you-go usage is reported to Google Cloud. Linking and unlinking are recorded in the organisation's audit logs.
For Australian businesses and professionals, the change is mainly about procurement and billing rather than cost or capability. It may help teams already on Google Cloud avoid onboarding a new vendor and consolidate AI spending on one invoice. The announcement does not cut prices, and the new billing route removes the option to top up with credits, so finance teams should watch usage alerts after switching. The announcement says nothing about how data is stored or handled, so it does not change obligations under the Privacy Act. Teams moving private models or datasets should check Hugging Face's data terms separately. If your organisation does not use Google Cloud, this changes nothing for you.
Key Points
Hugging Face usage can now be billed to a linked Google Cloud account via the Google Cloud Marketplace
Covered services include Jobs, Inference Endpoints, Inference Providers, GPU Spaces, ZeroGPU quota and storage
Only organisation admins can link, and Hugging Face reviews each subscription before billing switches
Google Cloud replaces the credit card, and credit top-ups are unavailable while billed through the marketplace
The announcement does not change prices or data-handling terms