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ModelDB vs Paperspace Gradient

ModelDB

6.0#10 in experiment trackingFree plan
Free planWebAPISelf-hosted
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What both publish

FactModelDBPaperspace Gradient
Intended usersThe project is for managing, versioning, and auditing machine learning models across their lifecycle.The pricing page describes plans for beginners and individual ML/AI engineers, data scientists, researchers, teams, research groups, and startups.
PurposeModelDB versions machine learning models and tracks ML metadata across the model lifecycle.Gradient is a machine learning platform for developing, tracking, and collaborating on machine learning models.

ModelDB plans

  • Open-source ModelDBFree

Paperspace Gradient plans

  • Free (Individual)Free
  • Pro (Individual)$8 a month
  • Growth (Individual)$39 a month
  • Free (Team)Free
  • Pro (Team)$12 a month
  • Growth (Team)$39 a month

Pick ModelDB if…

It suits teams that need to manage, version, and audit machine learning models over their lifecycle. It is particularly relevant to users comfortable with self-hosting and the documented deployment options.

Pick Paperspace Gradient if…

Gradient is aimed at people and teams developing or serving machine learning models, including engineers, data scientists, researchers, and startups. Its browser notebooks, collaboration features, and deployment endpoints support different stages of model work.

Charts they share