Lightdash vs PostHog

Which no-code tool is better for your project? Compare features, pricing, and more.

Lightdash

Lightdash

Open-source BI tool built for dbt users.

4.4
Try Lightdash
PostHog

PostHog

The open-source product analytics suite.

4.6
Try PostHog

Quick Verdict

Lightdash is best for dbt-powered business intelligence. PostHog is best for product analytics for saas. Not sure? Let our AI recommend the right one.

FeatureLightdashPostHog
PricingContactContact
Pricing Modelfreemiumfreemium
Rating4.4/54.6/5
AI Features✗ No✓ Yes
Founded20212020
Company Size20-5050-100
Key Features
  • Native dbt integration
  • Metrics defined in dbt YAML
  • Self-service exploration for business users
  • Interactive dashboards
  • Scheduled deliveries (Slack, email)
  • Product analytics (funnels, paths, trends)
  • Session replay
  • Feature flags
  • A/B testing (Experimentation)
  • Surveys
Integrationsdbt, Snowflake, BigQuery, PostgreSQLSlack, Zapier, Segment, Sentry

Lightdash — Pros & Cons

Best BI tool for dbt-centric teams
Open-source with self-hosting option
Single source of truth — metrics in dbt
Growing community and active development
Requires dbt — not standalone
Fewer chart types than Tableau/Metabase
Smaller community and ecosystem

PostHog — Pros & Cons

All-in-one product analytics (replaces 4-5 tools)
Generous free tier (1M events/month)
Open-source and self-hostable
Built for engineers — API-first, SQL access
Can be complex to set up properly
Marketing analytics weaker than Google Analytics
Self-hosting requires infrastructure maintenance

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