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  • KServe Review (2026): Features, Pricing & Verdict

    KServe review 2026: the CNCF reference standard for Kubernetes-native model serving — an open-source (Apache 2.0) platform that unifies predictive and generative AI inference through the InferenceService CRD, with serverless scale-to-zero autoscaling, first-class LLM serving (vLLM, KV-cache offload, llm-d, OpenAI-compatible API), a standardized open inference protocol and multi-framework support. Full features, pricing and verdict.

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