Predictable AI: Announcing the January and February validated model batches

The transition from AI experimentation to production-grade deployment is often the most difficult hurdle for an enterprise. At Red Hat, we believe that choosing a model should come with predictable outcomes, rather than uncertainty. Our third-party model validation initiative is designed to remove the guesswork, providing the guidance and predictability organizations need to scale their AI infrastructure effectively.The January and February 2026 batches of validated models are now available on the Red Hat AI Hugging Face page, coinciding with the Red Hat AI 3.3 release. These model releases in