Open source · 8 November 2026

Buoyant launches Kinference, open‑source inference control plane for vLLM on Kubernetes

Kinference adds declarative routing policies, KV‑cache‑aware load balancing, per‑tenant metrics, and reduces median time‑to‑first‑token by 95 % in Buoyant’s own benchmark.

Benchmarks are the company's own; not independently verified.

Why it matters

Consider adding Kinference‑style routing and load‑balancing to cut latency for multi‑tenant LLM services.

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