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MLflow alternatives

8 alternatives to MLflow, each with what it shares — capabilities, price, free plan — read from the makers' pages.

MLflow is an open-source platform for tracking, evaluating, deploying, and monitoring machine learning models, LLM applications, and agents.

• Weights & Biases

  Both: developer api, command line, official sdks and 3 more · both have a free plan · from $60/mo

• Langfuse

  Both: developer api, command line, official sdks and 2 more · both have a free plan · from $29/mo

• Helicone

  Both: developer api, official sdks, self-hosted and 1 more · both have a free plan · from $79/mo

• Arize Phoenix

  Both: developer api, command line, self-hosted and 1 more · both have a free plan · from $50/mo

• Opik

  Both: developer api, official sdks, traces and evaluates · both have a free plan · from $19/mo

• Arize AX

  Both: command line, self-hosted, traces and evaluates · both have a free plan · from $50/mo

• Google Vertex AI

  Both: developer api, command line, official sdks and 2 more

• LiteLLM

  Both: developer api, official sdks, self-hosted and 2 more · both have a free plan