Comparison

Lightdash vs Metabase

No clear leader: Lightdash (60.3) and Metabase (56.2) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Lightdash60
Metabase56
Score
Vioscale score
Lightdash60 / 100high · 75%
Metabase56 / 100high · 75%
Pricing
Free tier
Lightdash
Metabase
Model
Lightdashfreemium
Metabasecommercial
Price level
Lightdashhigh
Metabaselow
Transparent
Lightdash
Metabase
Integrations
Count
Lightdash19
Metabase27
Reliability
Status page
Lightdash
Metabase
Adoption
Dependent repos
Lightdash14
Metabase1
Github stars
Lightdash6,084
Metabase48,944
Stackoverflow questions
Lightdash
Metabase1,000
Activity
Commits last 30d
Lightdash100
Metabase100
Release
Cadence days
Lightdash
Metabase21
History
Lightdash20 items
Metabase20 items
Language
Primary
LightdashTypeScript
MetabaseClojure
Content
Faq
Lightdash
Metabase8 items

Capabilities

Feature-by-feature on the axes that matter for bi software. “-” means undocumented, not absent.

Core
BI paradigm
LightdashGoverned dashboards
MetabaseGoverned dashboards
Semantic / modelling layer
Lightdashdbt metrics
MetabaseBuilt-in
Engine
Warehouse-native (SQL push-down)
Lightdash
Metabase
Deployment
Self-hostable / OSS core
Lightdash
Metabase
Managed cloud available
Lightdash
Metabase
Intelligence
Natural-language query / AI copilot
Lightdash
Metabase
Delivery
Embedded / white-label analytics
Lightdash
Metabase-
Scheduled reports / alerting
Lightdash
Metabase
Governance
Row-level security & SSO/SAML
Lightdash
Metabase-
Commercial
Per-seat pricing published
Lightdash
Metabase-
Free tier / free desktop
Lightdash
Metabase
Ecosystem
dbt-native integration
Lightdash
Metabase-
Data-source connector breadth
Lightdash9 data warehouses (BigQuery, Snowflake, Redshift, Databricks, Postgres, Trino, C
MetabaseBroad database and warehouse support via SQL connectors and MCP servers

What each one is

The product in its own terms, so the numbers below have context.

Lightdash

A BI platform that anchors analytics in dbt-defined metrics and provides a governed semantic layer for organizations. Teams define metrics, joins, and business logic once, then access the data through dashboards, AI-powered Q&A, embedded analytics, or custom data applications, all with consistent governance and user permissions.

Independently observed

Metabase

A business intelligence tool that enables data teams and analysts to query and visualize data through AI chat or visual interfaces, while maintaining transparency through a curated semantic layer of verified metrics and governed data access.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Lightdash

from $3000/moHybridFree tier21-day trial

Open source free tier, Cloud Pro at $3,000/month (unlimited users), Enterprise custom. No per-seat pricing.

  • Open SourceFree
    • Unlimited seats
    • Data explorer and report builder
    • Native dbt integration
    • Scheduled deliveries
    • Alerting
    • +11 more
  • Cloud Pro$3,000/month flat rate, unlimited users and visualizations
    • Unlimited users
    • Unlimited visualizations
    • Native dbt integration with open semantic layer
    • Scheduled reports and alerting
    • Dashboards as code
    • +11 more
  • EnterpriseContact sales
    • All Cloud Pro features, plus:
    • Cloud or on-premises deployment
    • SAML 2.0 and SCIM 2.0 provisioning
    • Advanced user management with custom roles
    • SOC 2 Type II compliance
    • +9 more
as of verify ↗

Metabase

from $6/moHybridFree tier14-day trial

Free tier with unlimited users. Starter from $100/month (5 users included). Pro from $575/month (10 users included). Enterprise custom, starts $20,000/year. Usage-based pricing for optional features.

  • Open SourceFree
    • Ask questions with AI
    • SQL generation
    • 20+ supported data sources
    • Unlimited questions & dashboards
    • Write SQL or explore by clicking
    • +2 more
  • Starter$100/month or $90/month yearly (first 5 users included, then $6/user/month)
    • All Open Source features
    • Ask questions with AI
    • SQL generation
    • Unlimited questions & dashboards
    • 3-day email support
    • +1 more
  • Pro$575/month or $517.50/month yearly (first 10 users included, then $12/user/month)
    • All Starter features
    • Embed unlimited charts and dashboards
    • Multi-tenant data segregation
    • Row and column level permissions
    • SSO
    • +4 more
  • EnterpriseContact sales
    • All Pro features
    • Custom pricing aligned with business model
    • Procurement assistance
    • Dedicated success engineer
    • Air gap deployment available
    • +1 more
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Lightdash
Metabase
CLI
Lightdash
Metabase
Deployment
Cloud / SaaS
Lightdash
Metabase
Self-hosted
Lightdash
Metabase
On-premise
Lightdash
Metabase
Hybrid
Lightdash
Metabase

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Lightdash

19 total
  • BigQuery
  • Snowflake
  • Redshift
  • Databricks
  • Postgres
  • Trino
  • ClickHouse
  • Athena
  • DuckDB
  • GitHub
  • GitLab
  • Azure DevOps
  • Bitbucket
  • Slack
  • Microsoft Teams
  • Google Sheets
  • dbt
  • Rollstack
  • MotherDuck
Independently observed

Metabase

27 total
  • Vanta
  • Drata
  • Okta
  • Pendo
  • Contentsquare
  • PostHog
  • Amplitude
  • Mixpanel
  • Zendesk
  • Intercom
  • Front
  • Freshdesk
  • Gorgias
  • Kustomer
  • Pylon
  • Plain
  • LiveAgent
  • Jitbit
  • Crisp
  • Drag
  • Productboard
  • Aha!
  • Canny
  • Typeform
  • +3 more
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.