mlflow vs openllmetry
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| mlflow | openllmetry | |
|---|---|---|
| Tagline | The open source AI engineering platform for agents, LLMs, and ML models | Open-source observability for your LLM application |
| Stars | 27k | 7.3k |
| Forks | 6.0k | 1.0k |
| Open issues | 2.0k | 591 |
| Language | Python | Python |
| License | Apache-2.0 | Apache-2.0 |
| Last pushed | Jul 7, 2026 | Jul 1, 2026 |
| Categories | Evaluation & Observability, LLM Frameworks | Evaluation & Observability |
mlflow
MLflow is an open-source platform designed to help teams manage the lifecycle of both traditional machine learning (ML) and large language model (LLM) applications. It supports debugging, evaluation, monitoring, optimization of AI applications while managing costs and securing data access.
Python
openllmetry
A Python-based open-source tool for monitoring and observing Large Language Model (LLM) or GenAI applications using OpenTelemetry.
Python