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Best Hopsworks AI Lakehouse Alternatives in 2026

12 tools from ML experiment tracking software ranked against Hopsworks AI Lakehouse on the same published basis.

  1. 1
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo8.0
    Hopsworks AI Lakehouse vs Comet
  2. 2
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo8.0
    Hopsworks AI Lakehouse vs Weights & Biases
  3. 3
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.6
    Hopsworks AI Lakehouse vs MLRun
  4. 4
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo7.5
    Hopsworks AI Lakehouse vs GitLab Package Registry
  5. 5
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.4
    Hopsworks AI Lakehouse vs ClearML
  6. 6
    DagsHub Free plan apiself-hostedWeb $8.25/mo7.3
    Hopsworks AI Lakehouse vs DagsHub
  7. 7
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free7.3
    Hopsworks AI Lakehouse vs TensorBoard
  8. 8
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.3
    Hopsworks AI Lakehouse vs Trackio
  9. 9
    Snowflake CoCo Free trial apiLinuxMacWebWin 7.2
    Hopsworks AI Lakehouse vs Snowflake CoCo
  10. 10
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.2
    Hopsworks AI Lakehouse vs ZenML
  11. 12
    Databricks Notebooks Free plan Web Free6.9
    Hopsworks AI Lakehouse vs Databricks Notebooks
  12. 13
    LUML Flow 6.9
    Hopsworks AI Lakehouse vs LUML Flow
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