Reviewed by the Softwares.com Editorial Team · Last updated June 2026 · How we rate
Key facts
- Vendor
- MLflow (Linux Foundation)
- Pricing
- Open source — Free
- Free tier
- Yes
- Platforms
- Self Hosted, Api, Web
- Best for
- Ml Teams, Developers
- Editor rating
- 4.4 / 5
- Founded
- 2018
- Headquarters
- San Francisco, CA, USA
What is MLflow?
MLflow is a ai machine learning tool from MLflow (Linux Foundation). MLflow is an open-source platform for managing the machine learning lifecycle, including experiment tracking, model registry, and deployment.
MLflow uses open source pricing and offers a free tier you can start on without a credit card. Free.
It's best suited to ml-teams, developers and runs on Self Hosted, Api, Web.
Standout strengths include open source standard, framework agnostic, model registry. Worth weighing: you manage hosting, basic ui.
MLflow pricing
Pros
- Open source standard
- Framework agnostic
- Model registry
Cons
- You manage hosting
- Basic UI
MLflow vs alternatives
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Frequently asked questions
What is MLflow?
MLflow is an open-source platform for managing the machine learning lifecycle, including experiment tracking, model registry, and deployment.
How much does MLflow cost?
MLflow is open-source-priced. It has a free tier.
Does MLflow have a free trial?
MLflow offers a free tier rather than a time-limited trial.
What platforms does MLflow support?
MLflow is available on Self Hosted, Api, Web.