Open Source
MLflow
Open Source AI Platform for Agents, LLMs & Models
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- 79DR by Ahrefs no change since last check
Domain Rating by Ahrefs, checked 3 Oct 2026, changed 3 Oct 2026.
What it is
The largest open source AI engineering platform for debugging, evaluating, monitoring, and optimizing AI agents, LLMs, and ML models.
Quick answers
- What is MLflow?
- MLflow is the largest open source AI engineering platform for agents, LLMs, and ML models. It enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data. With over 30 million monthly downloads, thousands of organizations rely on MLflow to ship AI to production with confidence. For agents and LLM applications, it includes production-grade observability, evaluation, prompt management, prompt optimization, an AI Gateway for managing costs and model access, and more. For machine learning model development, MLflow provides experiment tracking, model evaluation capabilities, a production model registry, and model deployment tools.
- Is MLflow free?
- Yes, MLflow is 100% open source under the Apache 2.0 license and is forever free with no strings attached.
- Can I use MLflow with my existing AI infrastructure?
- Yes, MLflow works with any cloud, framework, or tool you use. It integrates seamlessly with 100+ tools across the AI ecosystem, including LangChain, OpenAI, PyTorch, and many other AI frameworks. It supports Python, TypeScript/JavaScript, Java, R, and natively integrates with OpenTelemetry.
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Key features
- LLM and AI agent tracing and observability
- Automated LLM evaluation with LLM judges
- Prompt registry and version management
- AI Gateway for cost control and model access
- Agent serving as REST APIs
- Token usage and cost tracking across LLM providers
- Production agent monitoring and alerting
- Experiment tracking
- Model evaluation
- Model Registry and deployment
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Link metrics
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- 54 Citation Flow no change since last check
- 5,249 Referring domains no change since last check
- 41,798 External backlinks no change since last check
Majestic link data for mlflow.org, change since the previous check.
Top topic: Computers/Software/Internet (36). Checked 3 Oct 2026, changed 3 Oct 2026. Link data by Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.