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Best Metaflow Alternatives in 2026

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

  1. 1
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.8
    Metaflow vs Weights & Biases
  2. 2
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo6.4
    Metaflow vs Comet
  3. 3
    DagsHub Free plan apiself-hostedWeb $8.25/mo6.4
    Metaflow vs DagsHub
  4. 4
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo6.4
    Metaflow vs GitLab Package Registry
  5. 5
    LUML Flow 6.4
    Metaflow vs LUML Flow
  6. 6
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo6.3
    Metaflow vs ClearML
  7. 7
    Databricks Notebooks Free plan Web Free6.3
    Metaflow vs Databricks Notebooks
  8. 8
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free6.3
    Metaflow vs Hopsworks AI Lakehouse
  9. 9
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free6.3
    Metaflow vs TensorBoard
  10. 10
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo6.3
    Metaflow vs ZenML
  11. 11
    MLflow GenAI Evaluation Free plan apiself-hostedWeb Free6.2
    Metaflow vs MLflow GenAI Evaluation
  12. 12
    MLRun Free plan apiLinuxMacself-hostedWeb Free6.2
    Metaflow vs MLRun
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