# Hugging Face Hub billing now available through Google Cloud Marketplace

> **Key takeaway:** Organizations can link their Hugging Face accounts to Google Cloud billing, consolidating AI infrastructure costs onto existing cloud invoices.

**Published:** 2026-11-10T18:02:21.522356+00:00 
**Source:** Hugging Face Blog & Announcements 
**Category:** ai-open-models 
**Canonical URL:** https://fosswire.org/news/hugging-face-hub-billing-now-available-through-google-cloud-.html 

## Summary
Hugging Face has enabled Google Cloud Marketplace billing for its Hub platform, allowing organizations to pay for models, datasets, and compute services through their existing Google Cloud accounts rather than separate credit cards. The integration covers Team and Enterprise subscriptions, pay-as-you-go GPU workloads via Jobs, Inference Endpoints, Inference Providers, GPU Spaces, ZeroGPU quota extensions, and additional storage at standard public pricing.

Organization administrators can subscribe through the Google Cloud Marketplace, link their Hugging Face organization, and await approval before the marketplace billing becomes active. During a pending subscription period, existing payment methods continue to be used. Once approved, Google Cloud replaces any credit card on file as the primary payment method, with included subscription credits still applied before pay-as-you-go usage is reported to Google Cloud.

## Marketplace integration and billing mechanics
- **Consolidated billing:** All Hugging Face usage appears on the organization's existing Google Cloud invoice, eliminating the need to onboard a new vendor or manage separate procurement processes.
- **Coverage scope:** The integration applies to subscription tiers (Team, Enterprise), compute services (Jobs, Inference Endpoints, Inference Providers, GPU Spaces), ZeroGPU quota extensions, and additional storage.
- **Credit handling:** Monthly included credits from Team or Enterprise subscriptions are applied before any pay-as-you-go usage is metered and reported to Google Cloud.
- **Audit logging:** Both linking and unlinking actions are recorded in the organization's audit logs for compliance and security tracking.
- **Transition behavior:** Organizations with existing credit cards switch to marketplace billing at the start of their next billing period, while free-tier organizations without payment methods typically switch immediately upon approval.

## Why it matters
This integration reduces procurement friction for enterprises already running on Google Cloud, potentially accelerating adoption of open-source AI models and Hugging Face's compute infrastructure. For independent developers and smaller teams, the change is primarily administrative, though it reinforces Hugging Face's position as a neutral platform rather than a competing cloud provider, keeping model weights and inference tools accessible without requiring direct vendor relationships.