Lightdash vs Cube

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

Lightdash compared with Cube
Detail	Lightdash	Cube
What it does	AI-first, open-source BI platform for modern data teams	The agentic analytics platform built on a semantic layer
Stage	Growing	Established
Founded	Not given	Not given
Based in	Not given	US
Pricing model	freemium	freemium
Pricing	Not given	Free 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.
Key features	Data explorer and report builder UI Native dbt integration Scheduled deliveries Alerting SQL runner Private spaces Global search Version history AI agents	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
What makes it different	No per-seat pricing allowing unlimited users Native dbt integration for governed metrics AI-native platform with AI agents and MCP Flexible deployment options including self-hosted and cloud	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
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	58 no change since last check	75 no change since last check
Trust Flow (Majestic)	25	29
Citation Flow (Majestic)	43	49
Referring domains (Majestic)	889	2416

5 details filled in for both companies.

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