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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/mo8.0
    Metaflow vs Comet
  2. 2
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo8.0
    Metaflow vs Weights & Biases
  3. 3
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo7.7
    Metaflow vs GitLab Package Registry
  4. 4
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.7
    Metaflow vs MLRun
  5. 5
    DagsHub Free plan apiself-hostedWeb $8.25/mo7.6
    Metaflow vs DagsHub
  6. 6
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.3
    Metaflow vs ClearML
  7. 7
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.2
    Metaflow vs Trackio
  8. 8
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free7.1
    Metaflow vs Hopsworks AI Lakehouse
  9. 9
    Databricks Notebooks Free plan Web Free7.0
    Metaflow vs Databricks Notebooks
  10. 10
    LUML Flow 7.0
    Metaflow vs LUML Flow
  11. 11
    Snowflake CoCo Free trial apiLinuxMacWebWin 7.0
    Metaflow vs Snowflake CoCo
  12. 12
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free7.0
    Metaflow vs TensorBoard
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