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Lightning AI Studios vs Ray Train

Ray Train

6.0#21 in deep learning softwareFree plan
Free planLinuxmacOSSelf-hostedWindows
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What both publish

FactLightning AI StudiosRay Train
Intended usersThe pricing page describes Free for students, researchers, and hobbyists; Pro for developers, researchers, and scientists; and Teams for research labs and small teams.Ray’s security documentation describes Ray developers running local single-node clusters or remote multi-node clusters on infrastructure provided by platform providers.
PurposeAI Studio is a persistent, collaborative GPU cloud workspace for training models, running inference, building agents and AI apps, and coding together.Ray Train distributes model training compute to worker processes across a Ray cluster.

Lightning AI Studios plans

  • FreeFree
  • Pro$20 a month
  • Pro (annual)$20 a month
  • Pro (monthly)$50 a month
  • Teams (annual)$119 a month
  • Teams$119 a month

Ray Train plans

  • Ray TrainFree

Pick Lightning AI Studios if…

The Free plan is described for students, researchers and hobbyists. Pro is aimed at developers, researchers and scientists, while Teams is described for research labs and small teams.

Pick Ray Train if…

Ray Train suits developers running local single-node or remote multi-node clusters who need distributed model training. It is relevant to teams using supported machine-learning frameworks and CPU or GPU resources.

Charts they share