Hugging Face hosts millions of models, datasets and demo Spaces, and its Transformers library is the backbone of open ML. Inference endpoints, enterprise hubs and hardware partnerships make it the center of gravity for open-weight AI.
ML PlatformsFreemiumMatureFrom Free / Pro $9 per month / Enterprise from $20 per user
-Discovery quality varies; many hub artifacts are low quality
-Enterprise support is newer than traditional ML vendors
Evidence behind this score
Every TIP Score is backed by verifiable claims. Data is a curated snapshot, always confirm current terms with the vendor.
Claim
Source
As of
Hosts over 1.5 million public models
Hugging Face hub metrics
Oct 2025
SOC 2 Type 2 and GDPR compliance for enterprise hub
Hugging Face security docs
May 2025
Transformers library exceeds 140K GitHub stars
GitHub repository
Sep 2025
Intelligence on Hugging Face
Pricingmedium impactJun 17, 2026
Groq deprecates four workhorse open models on free and developer tiers
Groq is retiring llama-3.1-8b-instant, llama-3.3-70b-versatile, qwen3-32b and llama-4-scout-17b, recommending migration to gpt-oss-20b/120b or qwen3.6-27b. Enterprise committed-spend contracts are exempt. If your stack pins these model IDs, schedule the migration now.