Home » AI Directory » Developer » MLflow
MLflow
Open-source platform for ML and GenAI lifecycle with tracing.
Visit MLflow » mlflow.org
| MLflow at a glance | |
|---|---|
| What it does | Open-source platform for ML and GenAI lifecycle with tracing |
| Category | Developer |
| Website | mlflow.org |
| Checked | Website working when last checked (2026-11-05) |
8 alternatives to MLflow
Other developer tools that do similar things:
Langfuse
Open-source LLM engineering platform for tracing and evals
OpenHands
Open-source platform for AI software development agents
Together AI
Cloud platform for open-source model inference and training
Fireworks AI
Fast inference platform for open-source models
Arize Phoenix
Open-source LLM tracing and evaluation
Comet Opik
Open-source LLM evaluation and tracing
Agenta
Open-source LLMOps platform for prompts and evals
Dify
Open-source platform for building LLM apps and agents
How to choose
- Try it on your real codebase, not a demo. Results vary a lot by language and project size.
- Decide how much control you want: suggestions you accept line by line, or an agent that makes larger changes for you to review.
- Check your company's rules on sending code to outside AI services before you start.
Full guide to choosing developer tools »
Is this your tool? Get it featured at the top of its category. Something wrong on this page? Tell us.