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Triton Inference Server vs ZenML

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

Triton Inference ServerZenML
LanguagePythonPython
LicenceBSD-3-ClauseApache-2.0
Stars11k5.6k
Latestv2.73.00.97.0
Last push2026-10-062026-10-06
Release cadenceabout 32 days between releasesabout 20 days between releases
Active contributors8 commit authors on the default branch in the last 90 days12 commit authors on the default branch in the last 90 days
Flagsnonenone

How they relate

  • Both replace Amazon SageMaker. Alternatives to Amazon SageMaker →

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

    PartialZenMLPortable pipelines that run on your own orchestrators and clouds, with a model registry.