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AnalyticsPostHog

PostHog

Open-source product analytics with LLM observability built in.

Category
Analytics
Pricing
FREEMIUM
Source
Open core
Hosting
Hybrid
Platforms
WebAPI
Models
Model-agnostic
Verified
Jun 12, 2026

A product analytics platform that folds session replay, feature flags, experiments, and a data warehouse into one stack. Its LLM analytics suite tracks traces, token costs, latency, and model errors for AI products, with automatic clustering that groups traces by behavior. Usage-based pricing with a generous free tier on every product.

Pros & cons

  • Generous free tier (1M events/mo)
  • Open source, self-hostable
  • LLM analytics + replay + flags in one
  • Usage-based pricing scales down
  • Product breadth can overwhelm small teams
  • Self-hosting supported at hobby scale only
  • Lighter agent tracing than dedicated LLM-obs tools

Tags

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