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Rating
4.5/5
Summary
A customisable and free web analytics tool. Get insights into user behavior with an event-based tracking model, and know what drives sales and traffic with extensive attribution methods.
An open-source product analytics for developers. It helps engineers understand their product usage, automate events, and user data collection.
Snowplow is an enterprise-strength event analytics platform. It Identifies its users and tracks the way they engage with the website or application.
Pendo is a product-analytics app that helps software companies develop products that resonate with customers.
Pros
  • GA4 is free to use
  • Many functionalities
  • The reports are customisable
  • Large community
  • Extensive documentation
  • GA4 is easily scalable
  • Easy to set up
  • Great interface design
  • Reasonable pricing
  • Good session recordings
  • Elaborate data import options
  • Simple Client-side & server-side tracking
  • Great support
Cons
  • Steep learning curve
  • Implementation can be hard
  • Inaccurate data sampling
  • UI is not easy to use
  • Feature flags are limited
  • Limited amount of graph types
  • Filtering could be improved
  • Steep learning curve
  • Technical knowledge needed for implementation
  • Only a collection tool

Pricing information

Starting Price
StandardFree
GA4 360$50k+ per year
Cloud LiteFree
Cloud€0.005 per event / recording
Enterprise Cloud€450 p/m minimum
Test & Experiment TrackingFree
Self-Hosted PipelineOn req.
Snowplow PlatformOn req.
Free trial period
Free plan
Free plan
14 days
Free plan

Account Management

Trackable Items
100
Unlimited
Unlimited in Portfolio plan
User Seats
Unlimited
Unlimited
Unlimited
Unlimited
Account Security
  • Single Sign-on
  • Two-factor Authentication
  • Single Sign-on
  • Two-factor Authentication
  • Single Sign-on
  • Two-factor Authentication
  • Single Sign-on
  • Two-factor Authentication

Data Processing

Data Center Locations
  • European Economic Area (EEA)
  • United Kingdom
  • United States
  • United States
  • United Kingdom
  • United States
Software Hosting
  • Public Cloud
  • Private Cloud
  • On-Premise
  • Public Cloud
  • Private Cloud
  • On-Premise
  • Public Cloud
  • Private Cloud
  • On-Premise
  • Public Cloud
  • Private Cloud
  • On-Premise
Data Ownership
Google Analytics 4
You
You
Pendo
Data Freshness
4-8 hours (most reports), up to 24-48 hours
Realtime
Realtime
Hourly updates
Data Retention
Customizable up to 14 months
Unlimited
Unlimited
84 months
Data Sampling
Explorations might use sampled data
Data Import
Import cost, offline or user/client ID data
Historical data ingestion
Import historical data by CSV
Data Export
With sheets, BigQuery or API
Export feedback & reports by CSV or pull data to BI tool
Compliance
  • GDPR
  • CCPA
  • GDPR
  • CCPA
  • HIPAA
  • PECR
  • GDPR
  • CCPA
  • HIPAA
  • CCPA
  • ePrivacy
Cookieless
Google Analytics relies on first-party cookies.
Posthog has the option to be used without cookies
Pendo uses first-party cookies

Alerts & Automation

Custom Alerts
Custom insights, in interface or via email
Receive alerts via Slack or email
Guide, Page & Feature alerts
Email Reports
Recurring shared reporting
Subscribe to an Insight or dashboard
Recieve reports in weekly emails

Reporting

Trend Reporting
Device Reporting
Device type, browser, OS and more
Funnel Reporting
Customisable funnel exploration
User Flow Reporting
Flexible Sankey chart exploration
Segmentation
Segment creation and overlap exploration
Cohort Reports
Cohort exploration
Based on first visit, first action, channel or custom events
Retention Reporting
Combined with CLTV metrics
CLTV Analysis
See Cohort analysis
Attribution Reporting
Attribution models comparison
Ecommerce Reporting
Extensive e-commerce reports

User Experience Features

Heatmaps
GA4 does not offer heatmaps
Session Recordings
GA4 does not offer recordings
A/B Testing
Feature flags and A/B testing
User Feedback
Surveys

Customizability

Custom Properties
25 user-scoped & 50 event-scoped dimensions
Custom Metrics
50 event-scoped metrics
Custom Reports
All reports are customisable
Change the widgets of a report
Custom Events
25 parameters per event
Annotations
Notes feature added in 2024

Support

Support description
Support is available via chat and the support center.
Posthogs' support consists of an extensive knowledge base and community on their website. For enterprise users, support is also available trough a dedicated Slack channel and via e-mail.
The Pendo support consists of a phone helpdesk, a live chat function, an extensive knowledge base and a community.
Support Options
  • Phone
  • Email
  • Live Chat
  • Ticketing system
  • Knowledge base
  • Community
  • Phone
  • Email
  • Live Chat
  • Ticketing system
  • Knowledge base
  • Community
  • Phone
  • Email
  • Live Chat
  • Ticketing system
  • Knowledge base
  • Community
  • Phone
  • Email
  • Live Chat
  • Ticketing system
  • Knowledge base
  • Community

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