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Best GitLab Package Registry Alternatives in 2026

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

  1. 1
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo8.0
    GitLab Package Registry vs Comet
  2. 2
    Weights & Biases Free plan apiiOSLinuxMacself-hosted $60/mo8.0
    GitLab Package Registry vs Weights & Biases
  3. 4
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.7
    GitLab Package Registry vs MLRun
  4. 5
    Amazon SageMaker Autopilot Free trial apiWeb 7.6
    GitLab Package Registry vs Amazon SageMaker Autopilot
  5. 6
    DagsHub Free plan apiself-hostedWeb $8.25/mo7.6
    GitLab Package Registry vs DagsHub
  6. 7
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.3
    GitLab Package Registry vs ClearML
  7. 8
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.2
    GitLab Package Registry vs Trackio
  8. 9
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free7.1
    GitLab Package Registry vs Hopsworks AI Lakehouse
  9. 10
    Databricks Notebooks Free plan Web Free7.0
    GitLab Package Registry vs Databricks Notebooks
  10. 11
    Snowflake CoCo Free trial apiLinuxMacWebWin 7.0
    GitLab Package Registry vs Snowflake CoCo
  11. 12
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free7.0
    GitLab Package Registry vs TensorBoard
  12. 13
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.0
    GitLab Package Registry vs ZenML
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