dstack vs Kubeflow

Side-by-side comparison of dstack and Kubeflow: pricing, features, API access, and community ratings.

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dstack
dstack

Open-source GPU orchestration control plane for any cloud, Kubernetes, or on-prem cluster

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Kubeflow
Kubeflow

The open-source foundation of tools for AI Platforms on Kubernetes

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Category
Chat assistants
Chat assistants
Pricing
Freemium
Free
Starting price
Free
Free tier
Audience
Technical
Technical
API available
Open source
Self-hostable
Model provider
Founded
2022
2018
Headquarters
Key strengths
  • ·Unified GPU orchestration across clouds, Kubernetes, VMs, and bare-metal
  • ·Supports NVIDIA, AMD, TPU, and Tenstorrent accelerators
  • ·Self-hostable open-source with Mozilla Public License 2.0
  • ·Supports training, inference, dev environments, and fleet management
  • ·CNCF graduated project
  • ·Kubernetes-native AI/ML platform
  • ·Modular and composable subprojects
  • ·Large community with 3K+ contributors