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Verified July 24, 2026Open Source Product Analytics

PostHog AI

PostHog / posthog.com

Open source product analytics combining event tracking, session replay, feature flags, A/B testing, and surveys in one self-hostable platform with AI insight generation and LLM analytics.

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Pricing

Free

Free plan

Yes

Category

Developer Tools

Platforms

3

Free plan

Yes

API access

Yes

Open source

Yes

Platforms

3

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What is PostHog AI?

PostHog combines many tools typically used separately — event analytics, session replay, feature flags, A/B testing, user surveys, and error tracking — into a single open source platform self-hostable for complete data control. The all-in-one approach reduces integration complexity. AI features include natural language chart creation and insights from user data. The LLM analytics toolkit allows tracking AI product usage — token costs, completion rates, and user satisfaction with AI features — within PostHog. The cloud version is generous at 1 million events per month free. For engineering-led companies with privacy concerns or data sovereignty requirements, PostHog is the strongest choice.

product-analyticsopen-sourceself-hostedfeature-flagssession-replayai
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How PostHog AI works

PostHog AI runs as ai search software built around text and data workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web, ios, and android, with API access for teams that want to embed it into their own products.

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Key Features

What makes it worth shortlisting

The capabilities that matter most for teams evaluating PostHog AI.

01

Open source all-in-one

Combines event analytics, session replay, feature flags, A/B testing, and surveys in a single open source platform.

02

Self-hosted deployment

Run PostHog on own infrastructure for complete data control without third-party user data processing.

03

LLM analytics toolkit

Track AI product usage metrics including token costs, completion rates, and user satisfaction with AI features within PostHog.

Event analytics and user behaviour trackingSession replayFeature flags and A/B testingUser surveysError trackingNatural language chart creationSelf-hosted optionOpen source codebaseTeam collaboration

Best use cases

Product analytics
Session replay
Feature flag management
A/B testing
AI product analytics

Who should use it

Product managers
Developers
Data analysts
Growth teams
Privacy-conscious engineering teams

Pros

  • Open source all-in-one platform replaces multiple separate tools
  • Self-hosted option provides complete data control for privacy-conscious teams
  • Generous free cloud tier at 1M events/month
  • LLM analytics toolkit for AI product teams tracking AI feature performance

Cons

  • AI features are less advanced than Mixpanel or Amplitude's dedicated analytics AI
  • Self-hosted requires infrastructure management expertise
  • Feature breadth means individual features may be less deep than specialised tools

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Pricing Analysis

Is it worth the price?

Open source self-hosted free. Cloud free up to 1M events/month. Pay-as-you-go thereafter. Enterprise custom.

Model

Open Source

Starting price

Free

Free trial

No

Similar Tools

Tools like PostHog AI

Mixpanel and Amplitude are more mature analytics-only platforms. FullStory and Hotjar specialise in session replay. LaunchDarkly specialises in feature flags. Each excels where PostHog provides breadth.

Comparison

PostHog AI vs Mixpanel AI

A side-by-side look at the closest alternative in this category.

PostHog AI favicon

PostHog AI

PostHog

Mixpanel AI favicon

Mixpanel AI

Mixpanel

Overview
Rating
—
—
Category
Developer Tools
Developer Tools
Subcategory
Open Source Product Analytics
AI Product Analytics
Company
PostHog
Mixpanel
Status
Active
Active
Launch year
2019
2023
Tags
product-analyticsopen-sourceself-hostedfeature-flagssession-replayai
product-analyticsaiuser-behaviourfunnelsretentiondeveloper-tools
Pricing
Starting price
FreeBest value
$28/mo
Pricing model
Open Source
Freemium
Free plan
Yes
Yes
Free trial
✕
✕
Pricing notes

Open source self-hosted free. Cloud free up to 1M events/month. Pay-as-you-go thereafter. Enterprise custom.

Free plan (20M events/month). Growth $28/month (100M events). Enterprise custom. Annual billing available.

Capabilities
Best for
Product analyticsSession replayFeature flag managementA/B testingAI product analytics
Product analyticsUser behaviour analysisFunnel optimisationRetention analysisFeature adoption tracking
Target audience
Product managersDevelopersData analystsGrowth teamsPrivacy-conscious engineering teams
Product managersData analystsGrowth teamsDevelopersProduct-led growth companies
AI type
AI Search
AI Search
Modalities
TextData
TextData
Technical
Model provider
PostHogOpenAI
MixpanelOpenAI
Model names
—
—
API available
✓
✓
Open source
✓
✕
Deployment
Open SourceSaaSSelf-hosted
SaaS
Platforms
WebiOSAndroid
WebiOSAndroid
Integrations
SegmentStripeIntercomHubSpotData warehousesSDK
SegmentRudderstackHubSpotSalesforceBigQuerySnowflakeSDK
Team collaboration
✕
✕
Trust & security
Security

SOC 2 Type II. GDPR compliant. CCPA compliant. Self-hosted provides complete data control. Enterprise includes data handling agreements.

SOC 2 Type II. GDPR compliant. CCPA compliant. Data residency options in US, EU, and India.

Privacy notes

Self-hosted PostHog provides complete data control. Cloud version processes data on PostHog's infrastructure.

Review Mixpanel's data handling policy. Event and user data processed per Mixpanel's privacy terms. GDPR tools available for consent management.

Verdict
Pros
  • Open source all-in-one platform replaces multiple separate tools
  • Self-hosted option provides complete data control for privacy-conscious teams
  • Generous free cloud tier at 1M events/month
  • LLM analytics toolkit for AI product teams tracking AI feature performance
  • Natural language analytics democratises complex Mixpanel queries for non-technical PMs
  • Generous free plan at 20M events/month covers many early-stage products
  • More affordable entry paid plan than Amplitude at $28/month
  • Strong funnel and cohort analysis tools that product teams value
Cons
  • AI features are less advanced than Mixpanel or Amplitude's dedicated analytics AI
  • Self-hosted requires infrastructure management expertise
  • Feature breadth means individual features may be less deep than specialised tools
  • Amplitude has more advanced AI features overall
  • Session replay requires separate feature enabling on higher plans
  • Data export and warehouse sync requires Growth plan or higher
Details

Technical & deployment info

Key facts about model providers, platforms, and team support.

Model Provider

PostHog, OpenAI

Platforms

Web, iOS, Android

Deployment

Open Source, SaaS, Self-hosted

Integrations

Segment, Stripe, Intercom, HubSpot, Data warehouses, SDK

Team Collaboration

No

Launch Year

2019

Trust

Security & privacy

Compliance signals and data-handling notes as reported by the vendor.

SOC 2 Type II. GDPR compliant. CCPA compliant. Self-hosted provides complete data control. Enterprise includes data handling agreements.

Self-hosted PostHog provides complete data control. Cloud version processes data on PostHog's infrastructure.

Reviews

What users are saying

Verified reviews from signed-in users, stored in the backend and averaged into this tool's rating.

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FAQ

Common questions about PostHog AI

Open source self-hosted is free. Cloud free up to 1M events/month. Pay-as-you-go above that.

Editorial Verdict

Should you use PostHog AI?

PostHog is the best product analytics platform for engineering-led companies that want an open source all-in-one product suite with self-hosting capability for data sovereignty.

Last verified July 24, 2026.

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