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Metabase vs PostHog

PostHog offers product analytics and session replay; Metabase offers broader BI, semantic layer and AI querying.

Which to pick

Pick Metabase if you want…

  • Self-hosted BI with AI-driven querying
  • Integrations with MCP server, CLI or APIs (on Metabase's list, not PostHog's)

Pick PostHog if you want…

  • Unified product analytics with AI assistance
  • Product analytics with session replay
  • Integrations with Stripe, GitHub or Google Ads (on PostHog's list, not Metabase's)

Side by side

What it is
Metabase:Open-source BI platform with AI-assisted queries, dashboards and embeddable analytics.
PostHog:PostHog is an all-in-one product analytics platform with session replay, error tracking, feature flags and AI-driven insights.
Best for
Metabase:Self-hosted BI with AI-driven querying
PostHog:Unified product analytics with AI assistance
Who it’s for
Metabase:Product teams, data analysts and engineers needing self-hosted or cloud BI.
PostHog:Product teams and engineers who need analytics, monitoring and automated issue resolution.
Pricing
Metabase:Freemium
PostHog:Freemium
Plans
Metabase:Open Source Free · Starter $100 per month · Pro $575 per month
PostHog:Free $0 · Pay-as-you-go $0 per month · Platform packages $0
Open source
Metabase:Yes, 49,566 GitHub stars
PostHog:Yes, 40,071 GitHub stars
Works with
Metabase:Slack, MCP server, CLI, APIs
PostHog:Stripe, GitHub, Google Ads, Postgres, HubSpot, Zendesk, Linear, Slack

Metabase features

  • AI-assisted querying. Ask questions in plain English or generate SQL with Metabot AI.
  • Semantic layer. Define reusable metrics and trusted data models in Data Studio.
  • Embedded analytics. Embed dashboards and charts with multi-tenant permissions via SDK.
  • Enterprise security. SOC 1, SOC 2, GDPR, CCPA compliance and SSO integrations.
  • Multi-tenant data segregation. Row- and column-level security with granular permissions.
  • Result caching. Speed up dashboards with built-in caching controls.

PostHog features

  • Product Analytics. Capture, store and query events with a free tier of 1 M events per month.
  • Session Replay. Record user sessions (5 K free recordings) and surface dead clicks or crashes.
  • Error Tracking. Collect exceptions and stack traces, grouped into actionable issues.
  • Feature Flags & Experiments. Toggle features and run A/B tests with 1 M free flag requests per month.
  • AI Observability. Ask natural-language questions; AI generates diagnostics and pull-request suggestions.
  • Managed Data Warehouse. Store raw events, rows and logs; query via SQL or BI tools.
  • Workflows & Inbox. Automated agents create PRs, prioritize findings and route tickets to GitHub, Zendesk, etc.
  • Integrations. Ingest data from 120+ sources like Stripe, Postgres, HubSpot, Google Ads and more.

Metabase vs PostHog FAQ

Is Metabase or PostHog free?+

Metabase has a free plan (Open Source); paid plans start at $100/month (Starter). PostHog has a free plan and paid plans.

Is Metabase or PostHog open source?+

Yes, both are open source: Metabase (metabase/metabase on GitHub) and PostHog (PostHog/posthog on GitHub).

Do Metabase and PostHog integrate with the same tools?+

Partly. Both list Slack. Metabase also lists MCP server, CLI and APIs; PostHog also lists Stripe, GitHub, Google Ads, Postgres and 3 more.

On DevHunt

Based on each tool's website and DevHunt data. Details may change; check the official sites.