Infrastructure / Deployment

Spaces

Managed sandbox platform for hosting interactive ML apps, supports Gradio, Streamlit, Docker, and static SDKs with a free CPU tier, paid CPU/GPU upgrades, and a ZeroGPU shared-pool tier. Differentiates through tight integration with the Hugging Face Hub (one-click deploy from any model card) and community discoverability, making it the default demo surface for nearly every open-weight model release. ~400K+ apps as of early 2026 with reportedly ~40K new Spaces created per month and 100M+ monthly visits; the canonical 'where you go to try an open model in your browser'.

Hugging Face Spaces, managed hosting/runtime for ML demo apps via Gradio, Streamlit, Docker (arbitrary Dockerfile), or static HTML, with CPU/GPU hardware tiers. Confirmed live June 2026 via huggingface.co and HF Hub docs. Proprietary managed platform built on OSS SDKs (Gradio is OSS); the Spaces hosting platform itself is closed.

Openness

1 medium confidence

1.0

license: Proprietary
source: closed
platform: proprietary(HF-managed hosting/orchestration, no self-hostable Spaces)
open-part: app SDKs only (Gradio Apache-2.0, Streamlit) which are separate, portable OSS products
hardware-tiers: CPU free + paid GPU upgrades

Closed managed hosting service. Apps are built with OSS SDKs (Gradio etc.) that run anywhere, but Spaces itself - the managed host/orchestration - is proprietary and not self-hostable; those SDKs are separate products, not a Spaces open core. Reclassified from open_core (borderline).

https://huggingface.co/docs/hub/spaces recorded 2026-06-04
Spaces hosts apps via Gradio (OSS SDK), Streamlit, arbitrary Dockerfile, or static HTML on HF-managed infra with paid GPU upgrades

Adoption

5 medium confidence

5.0

Hugging Face homepage (primary): Spaces hosts 1M+ AI applications, on a platform used by 50,000+ organizations. 1M+ hosted apps plus the broad end-user traffic to those demos puts served reach into the >10M band. Headline (1M+ Spaces) cites HF's own homepage; per-Space user totals not individually disclosed so confidence medium.

https://huggingface.co recorded 2026-06-04
Spaces = 1M+ AI applications hosted; 50,000+ organizations on Hugging Face

Capability

3 medium confidence

3.0

Excellent for hosting/demoing ML apps with broad SDK and GPU support, but it is an app-hosting platform rather than a hardened arbitrary-untrusted-code sandbox (container, not microVM isolation), and free Spaces sleep. Mid-tier within the deployment sandbox lens.

https://huggingface.co/docs/hub/spaces recorded 2026-06-04
Gradio/Streamlit/Docker/static hosting, GPU hardware upgrades, persistent storage and dev mode

Unchanged since 2026-07-30 (last edited, not re-checked)