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BentoML vs ZenML

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

BentoMLZenML
LanguagePythonPython
LicenceApache-2.0Apache-2.0
Stars8.9k5.6k
Latestv1.4.390.97.0
Last push2026-10-052026-10-06
Release cadenceabout 25 days between releasesabout 20 days between releases
Active contributors2 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 →

    PartialBentoMLPackages models as API services and container images to run anywhere.

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