BenchRank
#1 in Product AnalyticsUpdated 2026-08

PostHog

by PostHog · Analytics, replay, flags and error tracking with automated bug fixes

82.4 — BenchRank score out of 100

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Overview

PostHog bundles product and web analytics, session replay, feature flags, experiments, surveys, error tracking and a managed data warehouse in one platform. Its context warehouse pulls in data from 120+ external sources such as Stripe and Postgres so every tool queries the same data. PostHog also diagnoses problems, fixes bugs and opens pull requests, including from Slack.

Best for
Product and engineering teams wanting analytics, replay, flags and error tracking in one tool
Pricing
Free tier on every product with no card required, then usage-based rates from $0.00005/event, $0.005/recording and $0.0001/flag request, plus optional platform packages at $250 or $750/month.
Runs on
WebSelf-hostedCLI

Strengths and trade-offs

Strengths

  • Free monthly tier on every product, no card needed to start
  • Analytics, replay, flags, experiments and error tracking in one
  • Per-unit rates published openly and fall as volume rises
  • MIT-licensed open source version can be self-hosted

Trade-offs

  • Free plan caps you at 1 project and 1-year data retention
  • Email support needs a card; Slack support only above $2k/mo
  • Usage-based rates across 14+ products make costs hard to forecast
  • PR generation (Inbox) is beta and costs $15/PR after 3 free

How this score is made up

Each dimension is scored out of 100 and combined into the headline score using fixed weights.

MCP support
92 out of 100
API quality
75 out of 100
Documentation
90 out of 100
Agent friendliness
73 out of 100
Pricing transparency
100 out of 100
Changelog
100 out of 100
Marketing site structure
35 out of 100
Operational trust
85 out of 100

Measured, but not part of the score

Useful to know, but not a mark for or against the product — so these do not affect the ranking.

Openness
85 out of 100
Maintenance
100 out of 100

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