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Best Hopsworks AI Lakehouse Alternatives in 2026

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

  1. 1
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo7.4
    Hopsworks AI Lakehouse vs Comet
  2. 2
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.4
    Hopsworks AI Lakehouse vs Weights & Biases
  3. 3
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.2
    Hopsworks AI Lakehouse vs ClearML
  4. 4
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free7.2
    Hopsworks AI Lakehouse vs TensorBoard
  5. 5
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.2
    Hopsworks AI Lakehouse vs ZenML
  6. 6
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.1
    Hopsworks AI Lakehouse vs MLRun
  7. 7
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.1
    Hopsworks AI Lakehouse vs Trackio
  8. 8
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo7.0
    Hopsworks AI Lakehouse vs GitLab Package Registry
  9. 10
    DagsHub Free plan apiself-hostedWeb $8.25/mo6.9
    Hopsworks AI Lakehouse vs DagsHub
  10. 11
    Databricks Notebooks Free plan Web Free6.8
    Hopsworks AI Lakehouse vs Databricks Notebooks
  11. 12
    LUML Flow 6.8
    Hopsworks AI Lakehouse vs LUML Flow
  12. 13
    MLflow GenAI Evaluation Free plan apiself-hostedWeb Free6.6
    Hopsworks AI Lakehouse vs MLflow GenAI Evaluation
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