Xinference
An open-source model-serving platform for running language, embedding, speech and multimodal models through APIs on local or distributed machines.
About Xinference
Applications need a common serving interface for several model types and inference engines.
Who it’s for
- Teams self-hosting open models
- Developers integrating speech, embeddings and multimodal inference
When to consider it
Consider Xinference when you want to launch and manage different model types behind a shared API while choosing your inference backend.
Tradeoffs & limitations
- The community code is Apache-2.0 licensed. Engine platform restrictions still apply: vLLM is Linux-only and MLX requires Apple Silicon; Enterprise and hosted Model API offerings are separate.
SOTA overview · Documentation-based assessment · Sources & review method
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Sources & review method
Documentation-based assessment · Oct 30, 2026 · Prepared with AI assistance; not a hands-on benchmark.
- Official model-serving repository
- Apache-2.0 licence
- Model types and separate commercial offerings
- Installation and engine platform restrictions
- Official commercial website and owner domain
Checked by SOTA · AI-assisted documentation review. Selection advice is our assessment; verify current requirements for your deployment.
Import history & original evidence
Xinference official repository
An open-source model-serving platform for running language, embedding, speech and multimodal models through APIs on local or distributed machines.
Based on official pages and announcements checked on 2026-10-30. No hands-on test, performance benchmark or popularity ranking is claimed.