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Best ZenML Alternatives in 2026

12 platforms from ML experiment tracking software ranked against ZenML on the same published basis.

  1. 1
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo7.4
    ZenML vs Comet
  2. 2
    Amazon SageMaker Autopilot Free trial apiWeb 7.3
    ZenML vs Amazon SageMaker Autopilot
  3. 3
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.3
    ZenML vs ClearML
  4. 4
    DagsHub Free plan apiself-hostedWeb $99/mo7.3
    ZenML vs DagsHub
  5. 5
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo7.3
    ZenML vs GitLab Package Registry
  6. 6
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free7.3
    ZenML vs Hopsworks AI Lakehouse
  7. 7
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free7.3
    ZenML vs TensorBoard
  8. 8
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.3
    ZenML vs Weights & Biases
  9. 9
    MLflow GenAI Evaluation Free plan apiself-hostedWeb Free7.2
    ZenML vs MLflow GenAI Evaluation
  10. 10
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.2
    ZenML vs MLRun
  11. 11
    OpenML Free plan apiWeb Free7.2
    ZenML vs OpenML
  12. 12
    Polyaxon Free plan apiself-hostedWeb Free7.2
    ZenML vs Polyaxon
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