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TensorBoard vs MLflow: catalog facts
TensorBoard	MLflow
Free Free and open source.	Free Free and open source.
Windows, macOS, Linux, Web	Web, Self-hosted, Command line
Runs locally without an account Charts metrics across training runs	Tracing built on OpenTelemetry, independent of LLM provider 50+ built-in evaluation metrics and LLM judges
Oriented toward TensorFlow workflows Fewer collaboration features than hosted experiment trackers	Broad feature set takes time to learn Running it for a team means hosting and maintaining a server yourself
Downloadable app	Downloadable app, Self-hosted
Open source	Open source
License not stated	License: Apache-2.0
No account needed	No account needed
Works offline	Not stated if it works offline
Official website Full listing and sources Checked September 26, 2026	Official website Full listing and sources Checked September 26, 2026

Catalog facts only. Anything “not stated” is unconfirmed. Check full listings for details.