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Alternatives to

Seldon

Deploy and monitor machine-learning models on Kubernetes

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Looking for a tool like Seldon (Deploy and monitor machine-learning models on Kubernetes)? Below are 5 AI tools people use as an alternative to Seldon, ranked by leaderboard position. Each one is approved by our editors and worth comparing before you decide.

Ray
Ray

Open-source distributed computing for Python and ML at scale

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Kubeflow
Kubeflow

Open-source Kubernetes platform for portable machine learning workflows and pipelines.

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MLflow
MLflow

Open-source platform for managing the ML lifecycle

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Databricks
Databricks

Unified lakehouse platform for data engineering and AI

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BentoML
BentoML

Open-source framework for shipping ML models to production

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