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OpenVINO Model Server vs KServe: catalog facts
OpenVINO Model Server	KServe
Free Free and open source.	Free Free and open source.
Linux, Self-hosted	Self-hosted
Serves OpenVINO-optimized models at scale Container images for Ubuntu and Red Hat	Standard model serving layer on Kubernetes Handles predictive and generative models
Models need to be in or converted to OpenVINO-supported formats Aimed at server deployment rather than casual desktop use	Requires a Kubernetes cluster and the skills to run one Not suited to single-machine or hobby use
Self-hosted	Self-hosted
Open source	Open source
License: Apache-2.0	License not stated
No account needed	No account needed
Works offline	Not stated if it works offline
Official website Full listing and sources Checked September 26, 2026	Official website Full listing and sources Checked September 26, 2026

Catalog facts only. Anything “not stated” is unconfirmed. Check full listings for details.