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Best ZenML Alternatives in 2026

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

  1. 1
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.8
    ZenML vs Weights & Biases
  2. 2
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo6.4
    ZenML vs Comet
  3. 3
    DagsHub Free plan apiself-hostedWeb $8.25/mo6.4
    ZenML vs DagsHub
  4. 4
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo6.4
    ZenML vs GitLab Package Registry
  5. 5
    LUML Flow 6.4
    ZenML vs LUML Flow
  6. 6
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo6.3
    ZenML vs ClearML
  7. 7
    Databricks Notebooks Free plan Web Free6.3
    ZenML vs Databricks Notebooks
  8. 8
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free6.3
    ZenML vs Hopsworks AI Lakehouse
  9. 9
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free6.3
    ZenML vs TensorBoard
  10. 11
    MLflow GenAI Evaluation Free plan apiself-hostedWeb Free6.2
    ZenML vs MLflow GenAI Evaluation
  11. 12
    MLRun Free plan apiLinuxMacself-hostedWeb Free6.2
    ZenML vs MLRun
  12. 13
    Trackio Free plan apiLinuxMacself-hostedWeb Free6.2
    ZenML vs Trackio
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