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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
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo7.8
    GitLab Package Registry vs Weights & Biases
  2. 2
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo6.4
    GitLab Package Registry vs Comet
  3. 3
    DagsHub Free plan apiself-hostedWeb $8.25/mo6.4
    GitLab Package Registry vs DagsHub
  4. 5
    LUML Flow 6.4
    GitLab Package Registry vs LUML Flow
  5. 6
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo6.3
    GitLab Package Registry vs ClearML
  6. 7
    Databricks Notebooks Free plan Web Free6.3
    GitLab Package Registry vs Databricks Notebooks
  7. 8
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free6.3
    GitLab Package Registry vs Hopsworks AI Lakehouse
  8. 9
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free6.3
    GitLab Package Registry vs TensorBoard
  9. 10
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo6.3
    GitLab Package Registry vs ZenML
  10. 11
    MLflow GenAI Evaluation Free plan apiself-hostedWeb Free6.2
    GitLab Package Registry vs MLflow GenAI Evaluation
  11. 12
    MLRun Free plan apiLinuxMacself-hostedWeb Free6.2
    GitLab Package Registry vs MLRun
  12. 13
    Trackio Free plan apiLinuxMacself-hostedWeb Free6.2
    GitLab Package Registry vs Trackio
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