MLflow
Open-source alternative focused on experiment tracking and model lifecycle management.
Neptune.ai
Offers experiment tracking and model registry with strong collaboration features.
ClearML
Provides experiment management, orchestration, and monitoring with open-source components.
Comet.ml
Cloud-based experiment tracking and model monitoring platform with team collaboration.