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