In-depth: PostHog vs Optimizely

In-depth: PostHog vs Optimizely

PostHog and Optimizely are both multi-product tools to help you improve your apps and websites. Beyond experimentation and feature flags, they have significantly different focuses:

  • PostHog helps you build better products with tools like product analytics, session replay, and surveys.

  • Optimizely is an all-in-one system for marketing that includes content management, campaign planning, asset management, and checkout customizations.

This post compares their platforms, experimentation features, reporting, pricing, and more.

How is PostHog different than Optimizely?

1. Product and startup-focused

PostHog is built for high-growth startups working to build the best possible products. It's easy to get started and provides all the tools you need at an early stage. There's a generous free plan and startups get free credits.

Optimizely focuses on providing marketing, ecommerce, and content tools to massive enterprises. It has fewer product focused tools.

2. Transparent, free, and self-service

PostHog is open source. Everything from our code to roadmap to strategy is open for everyone to see.

Along with this, you can sign up for PostHog for free. You don’t need to fill out a contact form, add a credit card, or have a sales call. You can use PostHog for free forever if you want.

Optimizely is open about some areas, like roadmap and its SDKs, but you have to talk to sales before signing up.

3. Analytics and reporting built-in

PostHog links all its tools together. This means you get all the features and visualizations of product analytics for your feature flags and A/B tests. You can use them in trends, funnels, and even directly query related metrics with SQL.

Optimizely has some analytics, such as web marketing, but largely relies on Google Analytics for tracking and reporting. This limits the analysis you can do related to your feature flags and experiments.

Platform

Although both Optimizely and PostHog provide experimentation and feature flags, their overall platforms are significantly different.

Optimizely
compare
Open source
Audit code, contribute to roadmap, and build integrations
Self-serve
No need to talk to sales
Experiments
Run statistically rigorous A/B/n tests and validate ideas with confidence
Feature Flags
Control feature access with precision and safely roll out changes
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
Surveys
Collect product feedback with no-code surveys and customizable targeting
CMS
Manage content
Cart optimization
Optimize ecommerce checkouts
Project management
Manage projects related to experiments

Want to just try it already?

(Sorry for the shameless CTA.)

  • The big platform difference between the two beyond marketing vs product features is analytics. Optimizely relies on external analytics providers like Google and Adobe Analytics to track feature flags and A/B tests. PostHog has a full analytics suite built-in, including autocapture, custom events, direct SQL access, and more.

  • Being a marketing-focused platform, Optimizely includes project and content management tools like request forms, asset libraries, and hypothesis briefs. PostHog leaves the planning to the other tools you are using but does include notebooks for analysis.

Web experimentation

Optimizely splits its experimentation features into two separate categories, web and feature. We will compare both separately against PostHog.

The core web experimentation features like traffic allocation, preview mode, cross-browser, dynamic website support, targeting, and more are available in both Optimizely and PostHog

Optimizely
compare
Multivariate (A/B/n) testing
Test multiple variables simultaneously to find optimal combinations
Custom targeting
Target users by properties and other attributes
Custom goals
Define your own goals and metrics to track
Single-page app support
Use app frameworks like React and Vue
No-code experiments
Modify your website and run experiments without writing code
Beta
Low-code experiments
Implement experiments with a small amount of code
Funnel metrics
Track conversion rates across multi-step journeys, like signup flows or checkout
built_in_analytics
Flag scheduling
Schedule flags to turn on or off automatically at specified times
Use external data
Use data from other platforms in experiments
  • In Optimizely, many features of web experiments, like scheduling, multi-armed bandits, multi-variate testing, and advanced personalization are only available on the higher-tier "Accelerate" plan or as add-ons.

  • PostHog doesn't offer a no-code experiment creator yet, but it does have a UI to create and manage experiments as well as snippets to make it easy to implement them. For example, you can add a basic experiment anywhere you can insert custom JavaScript like this:

HTML
<script>
!function(t,e){var o,n,p,r;e.__SV||(window.posthog=e,e._i=[],e.init=function(i,s,a){function g(t,e){var o=e.split(".");2==o.length&&(t=t[o[0]],e=o[1]),t[e]=function(){t.push([e].concat(Array.prototype.slice.call(arguments,0)))}}(p=t.createElement("script")).type="text/javascript",p.crossOrigin="anonymous",p.async=!0,p.src=s.api_host+"/static/array.js",(r=t.getElementsByTagName("script")[0]).parentNode.insertBefore(p,r);var u=e;for(void 0!==a?u=e[a]=[]:a="posthog",u.people=u.people||[],u.toString=function(t){var e="posthog";return"posthog"!==a&&(e+="."+a),t||(e+=" (stub)"),e},u.people.toString=function(){return u.toString(1)+".people (stub)"},o="capture identify alias people.set people.set_once set_config register register_once unregister opt_out_capturing has_opted_out_capturing opt_in_capturing reset isFeatureEnabled onFeatureFlags getFeatureFlag getFeatureFlagPayload reloadFeatureFlags group updateEarlyAccessFeatureEnrollment getEarlyAccessFeatures getActiveMatchingSurveys getSurveys getNextSurveyStep".split(" "),n=0;n<o.length;n++)g(u,o[n]);e._i.push([i,s,a])},e.__SV=1)}(document,window.posthog||[]);
posthog.init('<ph_project_api_key>',{api_host:'https://us.i.posthog.com', defaults:'2025-05-24'})
posthog.onFeatureFlags(() => {
// Check the value of the 'test-flag' feature flag
if (posthog.getFeatureFlag('test-flag') === 'test') {
// If the feature flag is enabled, change the text of the landing-header
const landingHeader = document.getElementById('landing-header');
if (landingHeader) {
landingHeader.textContent = "Welcome to our site!";
}
}
});
</script>

Feature experimentation

Feature experimentation relates to releasing and testing feature changes in your product. Both Optimizely and PostHog have all the core features to do this safely and effectively.

Optimizely
compare
Boolean flags
Simple on/off flags to enable or disable features
Percentage-based rollouts
Roll out features gradually to a percentage of users
Custom targeting
Target features based on user properties and attributes
Flag usage logs
Track how many times a feature flag has been called
Audience builder
Known as cohorts in PostHog
Custom attributes
Known as properties in PostHog
Statistical significance
Automatic calculation of statistical significance with configurable confidence levels
Statistics engine
How the results of an experiment are calculated
Bayesian or Sequential
Frequentist with sequential testing
Remote config
Replace hard-coded values in your app with remotely configurable parameters
Multi-environment support
Use the same flag key across PostHog projects for local development or staging
Partial

In Optimizely, many of the feature experimentation features, like multi-armed bandits and custom segmentation, are only available in higher tier plans. These are all available for free in PostHog.

Pricing

PostHog and Optimizely are very different here. Optimizely is sales-driven and completely opaque. PostHog is self-serve and transparent.

Optimizely
compare
Transparent pricing
Clear, upfront pricing with no hidden fees
Usage-based pricing
Only pay for what you use
Free tier
Generous free tier available
Per-product pricing
Separate pricing for each product

For many Optimizely products, there are also paid add-ons like advanced personalization, the data platform, and their Salesforce integration. PostHog only has free and paid tiers for each product with a single enterprise add-on for SSO, dedicated support, and advanced permissions.

Want to just try it already?

(Sorry for the shameless CTA.)

Reporting

Although Optimizely has web analytics through its content marketing platform, it relies on Google Analytics or other third-party analytics providers for advanced tracking and reporting.

PostHog’s product analytics suite shines here. It treats feature flags and experiments as usage, so you can analyze them like any other user behavior. On top of standard experiment results, you can use visualizations like trends, funnels, user paths, and even direct SQL access.

Optimizely
compare
Native analytics
Track experiments without the use of third parties
Segment results
Break results down for segments
Secondary metrics
Monitor impact on unrelated metrics
Winner
Calculate the winning experiment variant
Custom insights
Query and customize analytics
Graphs & trends
Build custom insights and visualizations
Funnels
Track users through a sequence of events to find drop-off and improve conversion
Confidence interval
Show confidence in results
Session Replay
Watch real user sessions to understand behavior and fix issues

Another bonus of PostHog is the ability to view user sessions related to feature flags and experiments. You can see directly how they respond to new features and changes as well as how it affects the rest of their session.

SDKs and API

PostHog and Optimizely both support similar languages and frameworks with SDKs, as well as provide an API for interacting with data.

Optimizely
compare
SDKs
Number of SDKs available
14
14
Client-side SDKs
Capture events and use features from JavaScript, React, and more
Server-side SDKs
Capture events and use features from Python, Node, and more
Mobile SDKs
Capture events and use features from Android, iOS, and more
OTT
Over-the-top TV applications
API
Capture events, get stats, and make changes via API

Integrations

PostHog’s integrations are free while Optimizely often requires a subscription to their data platform "enhancement."

Optimizely
compare
Google Analytics
Connect with Google Analytics data
Salesforce
Sync event and person data
Add-on
CDP
Ingest, transform, and send data between 145+ tools
Zapier
Trigger Zapier automations
Segment
Send events via Segment
exports
Amazon S3
Export data to a S3 bucket
Snowflake
Export data to Snowflake database
BigQuery
Export data to Google BigQuery for analysis
Slack
Alerts and notifications for Slack
Microsoft Teams
Alerts and notifications for Microsoft Teams

PostHog’s data warehouse further expands these destinations by enabling you to use data from these sources directly in PostHog.

Privacy, admin, & security

Both PostHog and Optimizely have the privacy and compliance tools users expect.

Optimizely
compare
Change history
Trail of changes to data
Enterprise
SAML/SSO
Use SAML or single sign-on authentication
Enterprise
2FA
Enforce login with two-factor authentication
Role-based access control
Control access to features and data based on user roles and permissions
GDPR-ready
Can be compliant with GDPR
Cookieless tracking option
Track users without cookies
DPA available
Data Processing Agreement

Frequently asked questions

How difficult is it to implement Optimizely?

At its most simple, Optimizely’s web experimentation product requires adding a single script to your app. Their feature experimentation product is similarly simple, only requiring installing an SDK in your product and setting up the experiment logic.

To get full usage data and reporting, Optimizely also requires the implementation and connection of a third-party analytics tool like Google Analytics.

Optimizely’s other features are more complicated to set up, requiring a connection with your website, content system, or ecommerce software.

How difficult is it to implement PostHog?

You can access all of the features of PostHog, including feature flags and A/B testing, by installing a single script or SDK. There is no need to set up multiple scripts or SDKs for the different products.

Adding the specific logic for flags or A/B tests is as simple as a couple of lines of code. You can even implement them in no-code site builders like Webflow and Framer.

Who is PostHog useful for?

PostHog is useful for startups looking for all the tools they need to be a successful product. Companies like Y Combinator, AssemblyAI, and Contra use PostHog.

Who is Optimizely useful for?

Optimizely is useful for large enterprises looking to optimize their content, website, and ecommerce experiences. Companies like AmeriPride, JW Player, and HP use Optimizely.

Does Optimizely or PostHog offer a free trial?

PostHog offers a free forever plan as well as a generous free usage limit on the paid plan. This means you can access all of the features of PostHog for free as long as you stay under the free limits. It even provides billing warnings and limits to ensure you don’t go over the amount you want to spend.

Optimizely provides free trials for some of its products like feature flagging and content marketing, but most of its products (including web and feature experimentation) do not offer free trials.

Community questions

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