MLflow GenAI Evaluation
6.1#16 in ml experiment tracking softwareFree planFree planWebAPISelf-hosted
VisitMLflow GenAI Evaluation vs Weights & Biases
Weights & Biases
8.3#1 in ml experiment tracking softwareFrom $60 a monthFree planAndroidiOSWebAPI
VisitWhat both publish
| Fact | MLflow GenAI Evaluation | Weights & Biases |
|---|---|---|
| Integrations | MLflow Tracing lists integrations with 40+ LLM and agent libraries and frameworks, including OpenTelemetry, LangChain, OpenAI, and Anthropic. | W&B is designed to integrate with customers' ML stacks and tools and offers managed or self-managed deployment choices. |
MLflow GenAI Evaluation plans
- MLflow GenAI EvaluationFree
Weights & Biases plans
- FreeFree
- PersonalFree
- Pro$60 a month
- Advanced EnterprisePriced on request
- EnterprisePriced on request
Pick MLflow GenAI Evaluation if…
It suits teams building or operating LLM applications and AI agents that need evaluation and monitoring across the application lifecycle. Python SDK support is listed.
Pick Weights & Biases if…
It suits AI developers working on model training, fine-tuning, AI applications, or production monitoring. The free tier may fit smaller projects, while larger teams should note the stated Pro-to-Enterprise transition guideline.