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Best Weights & Biases Alternatives in 2026

12 platforms from ML experiment tracking software ranked against Weights & Biases on the same published basis.

  1. 1
    Comet Free plan apiLinuxMacself-hostedWeb $19/mo8.0
    Weights & Biases vs Comet
  2. 3
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo7.7
    Weights & Biases vs GitLab Package Registry
  3. 4
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.7
    Weights & Biases vs MLRun
  4. 5
    DagsHub Free plan apiself-hostedWeb $8.25/mo7.6
    Weights & Biases vs DagsHub
  5. 6
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.3
    Weights & Biases vs ClearML
  6. 7
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.2
    Weights & Biases vs Trackio
  7. 8
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free7.1
    Weights & Biases vs Hopsworks AI Lakehouse
  8. 9
    Databricks Notebooks Free plan Web Free7.0
    Weights & Biases vs Databricks Notebooks
  9. 10
    LUML Flow 7.0
    Weights & Biases vs LUML Flow
  10. 11
    Snowflake CoCo Free trial apiLinuxMacWebWin 7.0
    Weights & Biases vs Snowflake CoCo
  11. 12
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free7.0
    Weights & Biases vs TensorBoard
  12. 13
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.0
    Weights & Biases vs ZenML
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