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Best GitLab Package Registry Alternatives in 2026

12 apps from ML experiment tracking software ranked against GitLab Package Registry on the same published basis.

  1. 1
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo6.7
    GitLab Package Registry vs Comet
  2. 2
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo6.7
    GitLab Package Registry vs Weights & Biases
  3. 3
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo6.6
    GitLab Package Registry vs ClearML
  4. 4
    MLRun Free plan apiLinuxMacself-hostedWeb Free6.6
    GitLab Package Registry vs MLRun
  5. 5
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free6.6
    GitLab Package Registry vs TensorBoard
  6. 6
    Trackio Free plan apiLinuxMacself-hostedWeb Free6.6
    GitLab Package Registry vs Trackio
  7. 7
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo6.6
    GitLab Package Registry vs ZenML
  8. 9
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free6.5
    GitLab Package Registry vs Hopsworks AI Lakehouse
  9. 10
    Amazon SageMaker Autopilot Free trial apiWeb 6.4
    GitLab Package Registry vs Amazon SageMaker Autopilot
  10. 11
    DagsHub Free plan apiself-hostedWeb $8.25/mo6.4
    GitLab Package Registry vs DagsHub
  11. 12
    Databricks Notebooks Free plan Web Free6.4
    GitLab Package Registry vs Databricks Notebooks
  12. 13
    MLflow GenAI Evaluation Free plan apiself-hostedWeb Free6.3
    GitLab Package Registry vs MLflow GenAI Evaluation
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