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Best Metaflow Alternatives in 2026

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

  1. 1
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo7.4
    Metaflow vs Comet
  2. 2
    Amazon SageMaker Autopilot Free trial apiWeb 7.3
    Metaflow vs Amazon SageMaker Autopilot
  3. 3
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.3
    Metaflow vs ClearML
  4. 4
    DagsHub Free plan apiself-hostedWeb $8.25/mo7.3
    Metaflow vs DagsHub
  5. 5
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo7.3
    Metaflow vs GitLab Package Registry
  6. 6
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free7.3
    Metaflow vs Hopsworks AI Lakehouse
  7. 7
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free7.3
    Metaflow vs TensorBoard
  8. 8
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.3
    Metaflow vs Weights & Biases
  9. 9
    MLflow GenAI Evaluation Free plan apiself-hostedWeb Free7.2
    Metaflow vs MLflow GenAI Evaluation
  10. 10
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.2
    Metaflow vs MLRun
  11. 11
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.2
    Metaflow vs Trackio
  12. 12
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.2
    Metaflow vs ZenML
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