In-depth: PostHog vs Amplitude

In-depth: PostHog vs Amplitude

Choosing the right analytics platform often comes down to trade-offs.

PostHog and Amplitude both cover the essentials – analytics, experimentation, feature flags, session replay, and more – but their strengths show up in different places.

In this post, we'll cover these differences in more detail, comparing features, pricing, reporting, integrations, and the best fit for different use cases.

How is PostHog different?

1. Everything you need in one place

PostHog is the ultimate developer platform because puts all your customer data in one place and combines it with every tool you need to build a successful product. This means:

  • Product analytics for analyzing user behavior, funnels, activation, and retention
  • Web analytics for traffic, campaigns, and content performance
  • Session replay for observing how people use your product and diagnosing problems
  • Feature flags to test safely in production and ship new features with confidence
  • Experiments to validate product and website improvements
  • Error tracking for monitoring exceptions and problems in your code
  • Surveys to capture user feedback, track NPS, and book interviews
  • LLM analytics for gathering data on AI and LLM product usage and performance

In other words, it's everything you need in one app with a single login and contract. A genuine single source of truth for your product and customer data.

Receive an extra $50k in credits

Companies that qualify for PostHog's startup program get $50,000 in PostHog credit and a range of additional benefits.

2. It's a platform built for developers

This means you get support from the engineers who actually build the product, extensively documented APIs, and a SQL query builder, so you can analyze data how you want. Our code, culture, and strategy are public on GitHub and in our public handbook.

And as your needs grow, PostHog grows with you – advanced capabilities such as a CDP or data warehouse, are ready to switch on whenever you need them.

You'll be in good company

Development teams at Supabase, Lovable, and ElevenLabs, and many more trust PostHog as they scale.

3. Transparent pricing, generous free tiers

Our pricing is 100% transparent. There are no hidden fees or surprise overages – what you see is exactly what you'll pay.

We also default to charging as little as possible while still making a sensible margin, and every product comes with a generous free tier. In fact, more than 90% of companies use PostHog for free!

We love to cut prices

In 2024, we cut prices for session replay and analytics events. In 2025, we've cut prices for data pipelines and surveys. If we can cut pass a saving onto our customers, we always will.

Comparing PostHog and Amplitude

PostHog and Amplitude offer a similar suite of products, but Amplitude lacks things like error tracking and LLM analytics.

Amplitude
compare
Product Analytics
Track usage, retention, and feature adoption with comprehensive analytics
Web Analytics
Privacy-focused web analytics with real-time data and no sampling
Session Replay
Watch real user sessions to understand behavior and fix issues
Feature Flags
Control feature access with precision and safely roll out changes
Experiments
Run statistically rigorous A/B/n tests and validate ideas with confidence
Surveys
Collect product feedback with no-code surveys and customizable targeting
Error tracking
Track and monitor errors and exceptions in your code
LLM Analytics
Monitor and debug your LLM-powered features
Revenue Analytics
Track revenue alongside product metrics with deferred recognition and multi-currency support
Beta
Product Tours
Communicate with users through product tours, tooltips, and popups
What's the best product analytics tool for startups?

PostHog. Generous free tiers, $50k startup credits for eligible companies, usage-based pricing that keeps costs low, and a roadmap focused on the needs of builders make PostHog ideal for new companies searching for product-market fit.

Which is the best tool for product managers?

Tied. While Amplitude is geared more towards non-technical users, both platforms provide everything product managers to understand user behavior, gather feedback, and do deeper analysis.

Which is best for product engineers and developers?

PostHog. Error tracking, LLM analytics and power user features, like custom SQL insights, make PostHog the best developer platform for any engineering-led company.

What's the best tool for marketers?

Amplitude. While marketers can use both tools effectively, Amplitude's UI and toolset is more geared towards marketing use cases than PostHog.

Which tool is best for engineers and technical founders?

PostHog. Open source, transparent roadmap, direct support from engineers, SQL access, and extensibility.

Which should I choose for warehouse-native analytics?

Amplitude. Can run directly on top of your data warehouse, while PostHog syncs to/from warehouses but doesn't sit on top of them.

Which is the best all-in-one platform?

Tie. Both PostHog and Amplitude offer a broad suite of tools for product teams, but with with differences in emphasis. PostHog favors engineering and product teams; Amplitude favors marketing and growth team use cases.

Product analytics

Both PostHog and Amplitude offer product analytics. Advanced features like SQL queries, custom formulas, and group/account analytics are included in PostHog's free tier, while Amplitude only provides them on paid plans.

Amplitude
compare
Free usage
Monthly free tier
1 million events
50k tracked users (Starter plan only)
Core features
Autocapture
Capture events without manual tracking
SQL query editor
Write SQL queries directly against your data without a separate data warehouse
Add-on
Dashboards
Combine insights into shareable dashboards
Custom formulas
Perform calculations and math operations on multiple event series
Growth plan or higher
Cohorts
Create cohorts of users to analyze and compare
Group analytics
Track metrics at a company and account level
Paid add-on
Insights & visualizations
Graphs & trends
Build custom insights and visualizations
Funnels
Track users through a sequence of events to find drop-off and improve conversion
User paths
Understand how users navigate through your product and where they get stuck
Retention
Track user retention over time to understand how long users stay with your product
Lifecycle
Track user lifecycle to understand how users interact with your product
Stickiness
Track user stickiness over time to understand how long users stay with your product
Web Analytics
Privacy-focused web analytics with real-time data and no sampling
Good to know

PostHog supports autocapture, which means you can implement PostHog in mere minutes and ensure you don't miss out on events you haven't manually instrumented. Don't want autocapture? Just turn it off – we offer the best of both worlds.

Feature flags

Both PostHog and Amplitude provide robust feature management tools, including boolean and multivariate flags, local evaluation, payloads, targeting, and percentage rollouts.

Amplitude
compare
Free usage
Monthly free tier
1 million API requests
50k tracked users
Flag types
Boolean flags
Simple on/off flags to enable or disable features
Multivariate flags
Test multiple variants of a feature in a single flag
Payloads
Pass structured data (strings, numbers, or JSON objects) to variants for dynamic configuration without code changes
Implementation
Local evaluation
Cache flag values for faster evaluation and reduced API calls
Bootstrapping
Make flags available immediately on page load without waiting for API response
Targeting
Percentage-based rollouts
Roll out features gradually to a percentage of users
Custom targeting
Target features based on user properties and attributes
Target by cohorts
Target features to specific user segments or behavioral cohorts
Management
Flag scheduling
Schedule flags to turn on or off automatically at specified times
Multi-environment support
Use the same flag key across PostHog projects for local development or staging
Partial
Early access feature opt-in widget
Allow users to opt in or out of specified features with a built-in widget or custom UI
Good to know

PostHog's feature flags are tightly integrated with other features, so you can target session replays, surveys, and more using existing feature flags. See our guide on the benefits of feature flags for more.

Experiments

Both PostHog and Amplitude support core experimentation features like A/B/n testing, multivariate tests, custom and secondary metrics, and statistical significance calculations. PostHog includes experiments in its free tier (1M requests per month, including mobile support). Most Amplitude Experiments features are locked behind paid plans.

Amplitude
compare
Free usage
Monthly free tier
1 million API requests
None
Supported platforms
Web experiments
Run experiments on your website or app
Mobile experiments
Supports Android, iOS, React Native, and Flutter
Supported test types
A/B testing
Compare two versions of a feature or flow using count, value, funnel, or ratio metrics
A/A testing
Test identical variants to validate your setup and ensure results are not biased by random chance
A/B/N testing
Run experiments with three or more variants to quickly identify the best-performing option
Holdout testing
Reserve a group of users who do not see any changes, so you can measure long-term impact against a true baseline
Partial
Fake door testing
Measure interest in a potential feature by exposing users to a "coming soon" entry point before building it
Redirect testing
Send users to different versions of a page or flow to test changes at the navigation level
Supported metrics & analysis
Custom goals
Define your own goals and metrics to track
Secondary metrics
Monitor impact on unrelated metrics
Statistical significance
Automatic calculation of statistical significance with configurable confidence levels
Results visualization
Clear visualizations of experiment results with winners and losers highlighted
Side effect monitoring
Track secondary metrics to catch unintended consequences
Statistics engine
How the results of an experiment are calculated
Bayesian or Sequential
Bayesian
Good to know

Amplitude's Web Experiments feature isn't available on any self-serve plan and the price isn't disclosed. You must contact its sales team to use it.

Session replay

Both PostHog and Amplitude offer session replay, but PostHog offers more features that are useful for developers, like console logs, DOM explorer, and performance monitoring.

Amplitude
compare
Free usage
Monthly free tier
5,000 web recordings, 2,500 mobile recordings
1,000 recordings
Supported platforms
Web app recordings
Capture recordings from single-page apps and websites
Mobile app recordings
Capture recordings in iOS and Android apps
Analysis tools
Heatmaps
Visualize where users click in your app or website
Identity detection
Identify users in recordings for debugging and support
Console logs
Capture console output from the browser for debugging
Playlists
Sort recordings into static and dynamic playlists
Performance monitoring
Track network events and performance metrics within a session
DOM explorer
Explore an interactive snapshot of replays
Recording controls
Conditional recording
Only capture the sessions you want based on conditions
Privacy masking for sensitive content
Automatic and manual masking of sensitive user data
Sample recorded sessions
Restrict the percentage of sessions that will be recorded
Record via feature flag
Only record sessions for users that have the flag enabled
Export options
Export recordings to JSON
Export important recording data for offline storage
Export recordings to video
Export session recordings as video files
Beta
Good to know

Replays let you watch how users experience your app, diagnose issues, improve support, and understand real user behavior in a way raw data can't. They are reconstructions of the session, not video recordings of user's screen. Private info, such as passwords, are masked.

Surveys

PostHog includes surveys out of the box, with 1,500 free responses per month and support for multiple formats like NPS, PMF, open text, and ratings, plus customization and targeting options. Amplitude provides surveys through its Guides & Surveys paid add-on.

Amplitude
compare
Free usage
Monthly free tier
1,500 responses
n/a
Question types
Freeform text
Open-ended text responses for detailed feedback
Numerical rating
Collect ratings on a numerical scale
Multiple choice
Single-select questions with predefined answer options
Multi-select
Allow users to select multiple answers from a list
Emoji reaction
Quick feedback collection using emoji reactions
Templates
Survey templates
Choose from a library of pre-built templates (CSAT, NPS, etc) or start from scratch
NPS surveys
Built-in NPS survey templates with automatic score calculation
CSAT surveys
Customer satisfaction survey templates
PMF surveys
Product-market fit survey templates
User interview requests
Templates for organizing and scheduling user interviews
Targeting & customization
Custom targeting
Target surveys to specific users, cohorts, or behavioral segments
Event-triggered surveys
Trigger a survey to open when an event occurs, either every time or just once
Custom HTML
Add HTML to your survey text
Custom colors & positioning
Customize the colors of your surveys to match your brand
Multi-step surveys
Define the next step based on the response received for single choice and rating questions
API access
Full API access for creating custom survey experiences
Good to know

Survey templates make it easy to run NPS, product-market-fit (PMF), and customer satisfaction (CSAT) surveys in just a few clicks. Read our guide comparing NPS, CSAT and CES to for more on how to use surveys.

Price comparison

PostHog pricing philosophy

PostHog charges based on usage. Each product (analytics, session replay, feature flags, etc.) comes with a generous free tier, and once you exceed those limits you pay only for what you use.

Pricing is fully transparent and published publicly, with per-unit rates you can calculate in advance. You can also set billing caps per product to avoid unexpected costs.

This usage-based approach means costs scale with your actual activity, whether that's events, surveys, or recordings, rather than the number of users in your product. It also means you can easily reduce your bill by changing how you track users to send fewer events, or record fewer sessions.

Amplitude pricing philosophy

Amplitude charges based on Monthly Tracked Users (MTUs). Each tracked user is counted once per month, regardless of how many events they generate. Plans scale as your MTUs grow, with higher tiers unlocking more advanced analytics, experimentation, and enterprise features.

This model can be easier to predict if you run a large product with millions of users, but it's less flexible because there's no way to reduce how much you spend. Every user is counted equally regardless of how valuable they are to you.

Example

If you have 50,000 users who generate just a handful of events each month, usage-based pricing may be much lower than an MTU-based system, since your bill only scales with events sent. On the other hand, if those same users generate millions of events each, your costs will rise faster with an event-based model, while an MTU plan stays more predictable regardless of event volume.

Integrations

Amplitude
compare
Import from data warehouses
Import data from third-party sources like Postgres, S3, GCS, Stripe, HubSpot, and more
Batch exports
Schedule data exports to S3, Snowflake, BigQuery, and more
Realtime event streaming
Send events to Slack, webhooks, and 40+ tools as they happen
Segment
Send events via Segment
Zapier
Trigger Zapier automations
Sentry
Send and receive data from Sentry
Zendesk
Send and receive data from Zendesk
Slack
Alerts and notifications for Slack
Microsoft Teams
Alerts and notifications for Microsoft Teams
Community integrations
Build your own integration
Google Ads
Import ROI data from Google Ads
Good to know

This is just a small sample of available integrations. See our data pipeline docs for a full list of destinations, and our data warehouse docs for a complete list of sources.

Security and compliance

Amplitude
compare
User privacy options
Anonymize users, drop personal data
History and audit logs
Manage and view edits and related users
Enterprise
GDPR-ready
Can be compliant with GDPR
HIPAA-ready
Can be compliant with HIPAA
SOC 2 Type II
SOC 2 security certification
2FA
Enforce login with two-factor authentication
SAML/SSO
Use SAML or single sign-on authentication
Enterprise
Enterprise
Good to know

We offer a Business Associate Agreement (BAA) for any customer on our platform packages, which also includes priority support, SSO enforcement, and additional collaboration features.

FAQ

Does PostHog offer a free trial?

We don't need to. Every customer gets a generous free usage allowance each month, so you can sign up and start using PostHog for nothing.

Can PostHog replace Google Analytics?

Yes. PostHog can replace Google Analytics for many use cases – our marketing team uses PostHog, for example. You can integrate PostHog into your website using Google Tag Manager and find an easy-to-use web analytics dashboard in-app. See our comparison of PostHog and Google Analytics 4 and an intro to PostHog for Google Analytics users for more.

Is PostHog easy to deploy?

Yes. Just paste our web snippet within the <head> tags your product or website and you're good to go in just a few minutes. This works for apps, blogs, scripts, no-code site builders, and more. See our installation documentation for more options. We support dozens of client-side and server-side SDKs.

How can I estimate my usage?

The easiest way is to sign up to PostHog, integrate our snippet, then check the projection on your billing page after a few days. Alternatively, you can guesstimate by multiplying your current monthly active users by an estimate of events generated per user – 50 to 100 per user is a good starting point. See Estimating usage & costs in our docs for more.

Does PostHog block bots by default?

Yes. See the full blocklist in our docs. You need to manually enable bot blocking in Amplitude. This means event and DAU counts can look higher in Amplitude than PostHog.

Can I use PostHog with a CDP? (Segment, Rudderstack, etc.)

Yes. See Using PostHog with a CDP in our docs.

How does PostHog compare to other Amplitude alternatives?

Still need some convincing? See our guide to the most popular Amplitude alternatives.

Questions? Ask PostHog AI.

It's easier than reading through 866 pages of documentation.

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