Data as of Sep 19, 2026 · Based on 3,321,027 AI responses across 10,525 prompts · See how Parse measures this
12 of 12 measured questions
MLServer is an open source inference server that provides a REST and gRPC interface for serving machine learning models, fully compliant with the KFServing V2 Dataplane protocol. It supports multi-model serving, parallel inference, adaptive batching, and deployment in Kubernetes-native frameworks like Seldon Core and KServe.
The market map · 5 of 100 labelled
MLOps and Data Orchestration Platforms →Where Seldon MLServer ranks in AI