Labelbox vs Databricks

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

Labelbox

Labelbox is a leading data-centric AI platform designed to help teams build, manage, and improve training data at scale.

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Databricks

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

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AttributeLabelboxDatabricks
Pricing typeFree + paid (from $0.1/mo)Free + paid (from $0/mo)
Korean supportYesNo
PlatformsWeb, API, SDKdesktop, api
Open sourceNoNo
API availableAvailableAvailable
SDKAvailableAvailable
LLM-basedYesYes
MultimodalYesYes
AI modelGPT, Gemini, Claude, Custom ModelsClaude, Llama, Gemini, DBRX
GitHub Stars156-
VendorLabelbox, Inc.Databricks
CategoryData & AnalyticsData & Analytics
DetailsView View

Labelbox key features

  • Multimodal data labeling
  • Model-assisted labeling (MAL)
  • RLHF & LLM evaluation workflows
  • Data catalog & search
  • Model performance analysis
  • Expert labeling services (Boost)

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