Kubeflow Pipelines
A Kubernetes-native platform for building, deploying, and managing portable machine learning workflows using containerized components and directed acyclic graphs.
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Competition
Competes With
90% confident
apache airflow
Direct competitors
Competes With
80% confident
prefect
Direct competitors
Competes With
90% confident
flyte
Direct competitors
Competes With
80% confident
argo workflows
Direct competitors
Alternative To
80% confident
mlflow
Can replace or substitute
Alternative To
70% confident
metaflow
Can replace or substitute
Alternative To
70% confident
dagster
Can replace or substitute
Alternative To
80% confident
zenml
Can replace or substitute
Alternative To
60% confident
ray tune
Can replace or substitute
Alternative To
70% confident
optuna
Can replace or substitute
Integration
Integrates With
90% confident
mlflow
Official integration support
Integrates With
80% confident
feast
Official integration support
Integrates With
90% confident
tensorboard
Official integration support
Integrates With
80% confident
seldon core
Official integration support
Integrates With
90% confident
tensorflow
Official integration support
Integrates With
90% confident
pytorch
Official integration support
Integrates With
80% confident
tensorflow serving
Official integration support