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mlflow
DevOps & Infrastructure
The open source AI engineering platform for agents, LLMs, and ML models. MLflow 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.
mlflow is an open-source devops & infrastructure AI agent maintained by mlflow. It ranks #92 on The Agentic Leaderboard with an overall score of 83.3 / 100, scoring 95% on reliability and 61.2% on tool selection quality. The project has 27,843 GitHub stars.
Rank
#92
Score
83.3
Category
DevOps & Infrastructure
Developer
mlflow
Reliability
95%
Tool Selection
61.2%
Avg Steps
22.5
Cost / Task
$0.05
Latency
500ms
GitHub Stars
27.8k
Mindshare
85.9
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[](https://www.theagenticleaderboard.com/agent/mlflow)
Rank history
▲ up 1 this week26 weeks on the board since Mar 11 · best rank #47
Compared to other DevOps & Infrastructure agents
- #85 NemoClaw— score 83.5
- #65 ollama— score 84.0
- #50 headroom— score 84.5