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Cube vs dbt Labs

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Cube compared with dbt Labs
DetailCubedbt Labs
What it doesThe agentic analytics platform built on a semantic layer The open standard for modern, AI-ready data transformation
StageEstablished Established
FoundedNot given Not given
Based inUS US
Pricing modelfreemium freemium
PricingFree plan available; Starter at $40/developer/month; Premium at $80/developer/month; Enterprise with custom pricing. Pricing includes per-seat developer, explorer, and viewer roles. Developer plan is free with one developer seat and 3,000 successful models per month. Starter plan is $100 per user/month with five developer seats and 15,000 models per month. Enterprise and Enterprise+ plans offer custom pricing with higher limits.
Key features
  • Analytics Chat for natural-language queries
  • Workbooks with SQL and visual editor
  • Dashboards with Dashboard Agent
  • Semantic data model
  • MCP server integration
  • Multi-tenant governance
  • Visual Modeler for entity-relationship diagrams
  • Caching and query performance optimization
  • Browser-based IDE
  • SQL comprehension and local validation
  • Interactive lineage and DAG
  • Automatic refactoring of models and columns
  • Job scheduling and monitoring
  • Git version control and testing
  • dbt Semantic Layer
  • CI checks on Github and GitLab
  • dbt MCP server
  • dbt State orchestration
What makes it different
  • Semantic layer as foundation for consistent answers across all surfaces
  • Built for AI agents with structured results and governance
  • Model once, serve everywhere via multiple APIs
  • Code-first or visual modeling with automatic sync
  • Stateful intelligence that automatically builds only models that need updating, saving 30%+ on warehouse spend
  • Never stores customer data with deep ecosystem integrations and commitment to open standards
  • Automatic column-level refactoring across all downstream references
  • 100,000+ active community members and largest open data community
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last check82 no change since last check
Trust Flow (Majestic)2931
Citation Flow (Majestic)4956
Referring domains (Majestic)24168402

7 details filled in for both companies.

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