Map / Engineering / MLOps & Training / MLflow / Alternatives
MLflow alternatives
24 other MLOps & Training on the map, the closest first.
Closest: Experiment Tracking & CI/CD
CML
Curated0 use thisCompare with MLflow
Comet ML
Curated0 use thisCompare with MLflow
DVC
Curated0 use thisCompare with MLflow
GitHub Actions
CuratedWeb0 use thisCompare with MLflow
GitLab CI
Curated0 use thisCompare with MLflow
Weights & Biases
Curated0 use thisCompare with MLflow
More in MLOps & Training
Hugging Face Transformers
CuratedLinuxMacWindows1 use thisCompare with MLflow
Axolotl
CuratedLinuxMac0 use thisCompare with MLflow
Tinker
CuratedWeb0 use thisCompare with MLflow
TRL
CuratedLinuxMacWindows0 use thisCompare with MLflow
Unsloth
CuratedLinuxMacWindows0 use thisCompare with MLflow
Apache Airflow
CuratedLinuxMac0 use thisCompare with MLflow
Dagster
Curated0 use thisCompare with MLflow
Kubeflow
Curated0 use thisCompare with MLflow
Metaflow
Curated0 use thisCompare with MLflow
Prefect
Curated0 use thisCompare with MLflow
ZenML
Curated0 use thisCompare with MLflow
Feast
Curated0 use thisCompare with MLflow
Hopsworks
Curated0 use thisCompare with MLflowHugging Face Hub
Curated0 use thisCompare with MLflow
Tecton
Curated0 use thisCompare with MLflow
Vertex Feature Store
Curated0 use thisCompare with MLflow
Accord.NET
Curated0 use thisCompare with MLflow
Alink
Curated0 use thisCompare with MLflow
Questions
What are the closest alternatives to MLflow?
CML, Comet ML and DVC sit on the same sub-line as MLflow (Experiment Tracking & CI/CD) on AI Landscape, with 3 more.
How are these alternatives chosen?
They are the other products on the MLOps & Training stop of the map: curated products first, the ones on MLflow's sub-line before the rest, then by name until members have marked enough of them.