Databricks vs Labelbox

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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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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AttributeDatabricksLabelbox
Pricing typeFree + paid (from $0/mo)Free + paid (from $0.1/mo)
Korean supportNoYes
Platformsdesktop, apiWeb, API, SDK
Open sourceNoNo
API availableAvailableAvailable
SDKAvailableAvailable
LLM-basedYesYes
MultimodalYesYes
AI modelClaude, Llama, Gemini, DBRXGPT, Gemini, Claude, Custom Models
GitHub Stars-156
VendorDatabricksLabelbox, Inc.
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

Labelbox key features

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