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Weights & Biases vs ZenML

Weights & Biases: Platform for tracking machine learning runs and AI app traces ZenML: Open source framework for portable ML and AI pipelines

Comparison of Weights & Biases, ZenML
Weights & Biases
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ZenML
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CategoryML PlatformsMLOps
PricingFreemiumOpen source
Platforms
  • Web
  • iOS
–
Best for
  • ML engineers
  • AI teams
  • Enterprises
  • ML engineers
  • Data teams
  • Platform teams
Highlights
  • Track training runs and metrics
  • Compare experiments side by side
  • Trace LLM calls and agent steps with Weave
  • Write ML pipelines in Python that move between environments
  • Import agent traces from Langfuse, LangSmith and Braintrust
  • Read agent code from GitHub to find evaluation gaps
GitHub stars–5.6k
Last update–2 days ago

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