Databricks vs Snorkel AI

A side-by-side comparison of features, pricing, and characteristics.

Databricks

Databricks is a Data Intelligence Platform that unifies data, analytics, and AI workflows.

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Snorkel AI

Snorkel AI provides Snorkel Flow, a data-centric AI platform that uses programmatic labeling to accelerate AI development.

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AttributeDatabricksSnorkel AI
Pricing typeFree + paid (from $0/mo)Paid
Korean supportNoNo
Platformsdesktop, apiWeb, API
Open sourceNoNo
API availableAvailableAvailable
SDKAvailableAvailable
LLM-basedYesYes
MultimodalYesYes
AI modelClaude, Llama, Gemini, DBRX-
GitHub Stars-6.0K
VendorDatabricksSnorkel AI
CategoryData & AnalyticsData & Analytics
DetailsView View

Databricks key features

  • Unified governance for data and AI
  • Lakehouse architecture for SQL and BI
  • Batch and real-time ETL processing
  • Secure open data sharing

Snorkel AI key features

  • Programmatic Labeling
  • Weak Supervision
  • Snorkel Flow Platform
  • Data-centric Iteration
  • Foundation Model Fine-tuning
  • Collaborative Data Development