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MLServer vs Triton Inference Server

The same facts for both, read from GitHub every night, and the relation a person reviewed.

MLServerTriton Inference Server
LanguagePythonPython
LicenceApache-2.0BSD-3-Clause
Stars90011k
Latest1.7.1v2.73.0
Last push2026-10-052026-10-06
Release cadenceabout 95 days between releasesabout 32 days between releases
Active contributors0 commit authors on the default branch in the last 90 days8 commit authors on the default branch in the last 90 days
Flagsnonenone

How they relate

  • Both replace Amazon SageMaker. Alternatives to Amazon SageMaker →

    PartialMLServerA Python inference server speaking the V2 inference protocol.

    PartialTriton Inference ServerServes TensorRT, PyTorch, ONNX and other models over HTTP and gRPC, with dynamic batching.