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GPUStack vs KServe: catalog facts
GPUStack	KServe
Free Free and open source.	Free Free and open source.
Self-hosted	Self-hosted
Pools GPUs across machines for model serving Supports vLLM and SGLang inference engines	Standard model serving layer on Kubernetes Handles predictive and generative models
Aimed at GPU servers and clusters rather than a single laptop Needs server administration skills to set up	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 not stated	License not stated
Not stated if an account is needed	No account needed
Not stated if it works offline	Not stated if it works offline
Official website Full listing and sources Checked September 23, 2026	Official website Full listing and sources Checked September 26, 2026

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