dstack vs Mosaic AI by Databricks

A side-by-side view of what each directory listing says. Aiversely has not hands-on tested these two tools against each other, so use this as a starting point and confirm details on each official site.

dstack

Llm development
Freemium

dstack is an open-source orchestration platform for AI development and deployment across cloud, Kubernetes and on-prem infrastructure. dstack Sky adds managed GPU compute with pay-as-you-go hourly pricing.

Full listing Visit dstack

Mosaic AI by Databricks

Llm development
Enterprise

Databricks Mosaic AI provides tools for building, fine-tuning, evaluating and deploying machine-learning and generative-AI applications on the Databricks Data Intelligence Platform.

Full listing Visit Mosaic AI by Databricks

Listing comparison

Attribute dstack Mosaic AI by Databricks
CategoryLlm developmentLlm development
Pricing modelFreemiumEnterprise
Pricing notes — —
Listed features
  • Open-source orchestration for AI development and deployment
  • Run development environments, jobs and services on configured compute
  • Bring your own cloud, Kubernetes or local infrastructure
  • Self-hosted software is open source; managed GPU cloud bills per GPU-hour
  • Model training and fine-tuning
  • Generative AI application development
  • Model serving and evaluation
  • Data governance
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