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Best Weights & Biases Alternatives in 2026

12 tools 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
    MLRun Free plan apiLinuxMacself-hostedWeb Free7.6
    Weights & Biases vs MLRun
  3. 4
    GitLab Package Registry Free plan apiLinuxself-hostedWeb $2.42/mo7.5
    Weights & Biases vs GitLab Package Registry
  4. 5
    ClearML Free plan apiLinuxMacself-hostedWeb $15/mo7.4
    Weights & Biases vs ClearML
  5. 6
    DagsHub Free plan apiself-hostedWeb $8.25/mo7.3
    Weights & Biases vs DagsHub
  6. 7
    TensorBoard Free plan apiLinuxMacself-hostedWeb Free7.3
    Weights & Biases vs TensorBoard
  7. 8
    Trackio Free plan apiLinuxMacself-hostedWeb Free7.3
    Weights & Biases vs Trackio
  8. 9
    Snowflake CoCo Free trial apiLinuxMacWebWin 7.2
    Weights & Biases vs Snowflake CoCo
  9. 10
    ZenML Free plan apiLinuxMacself-hostedWeb $999/mo7.2
    Weights & Biases vs ZenML
  10. 11
    Hopsworks AI Lakehouse Free plan apiLinuxself-hostedWeb Free7.1
    Weights & Biases vs Hopsworks AI Lakehouse
  11. 12
    Databricks Notebooks Free plan Web Free6.9
    Weights & Biases vs Databricks Notebooks
  12. 13
    LUML Flow 6.9
    Weights & Biases vs LUML Flow
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