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Best MLflow GenAI Evaluation Alternatives in 2026

12 apps from ML experiment tracking software ranked against MLflow GenAI Evaluation on the same published basis.

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