In-depth: PostHog vs LaunchDarkly

In-depth: PostHog vs LaunchDarkly

PostHog and LaunchDarkly both help you de-risk releases, increase engineering velocity, configure your app remotely, customize experiences, and more.

But how are they different? If you remember nothing else, remember these two points:

  1. LaunchDarkly only does feature flags and experiments.

  2. PostHog is an all-in-one platform that does flags, experiments and a whole bunch more.

In this post, we'll cover these differences in more detail, comparing features, pricing, reporting, integrations, and frequently asked questions about both.

How is PostHog different?

1. It's an all-in-one platform

Seamless integration between flags, experiments and other tools, such as product analytics, session replays, and surveys, unlocks a deeper layer of analysis and simplifies your data stack. This means you can spend less time engineering your data and more time making better decisions about what you've shipped, and what to build next.

2. We’re transparent and open source

Our code, culture, and strategy are public on GitHub and in our public handbook. We're also self-serve. No need to "talk to sales" or "schedule a demo" unless you want to – we're always happy to chat. Our pricing is transparent, too – no opaque add-ons or surprise extras here.

3. Built for startups and engineers

PostHog is built for high-growth startups. It's simple to implement – we have many SDKs, tutorials, and docs to help you get started quickly with any type of app – and will grow with you as you scale. When you need advanced product analytics such as a CDP or data warehouse, you can just turn those features on. LaunchDarkly focuses on enterprise users, managers, and DevOps. This means more focus on governance and integrations.

Comparing PostHog and LaunchDarkly

Platform

Both tools offer everything you need to use flags and experiments effectivelym but PostHog offers a wider range of tools with greater transparency in all aspects.

LaunchDarkly
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Open source
Audit code, contribute to roadmap, and build integrations
Partial
Self-serve
No need to talk to sales
SDKs
Number of SDKs available
14
Reverse proxy
Avoid tracking blockers and capture more data
API
Capture events, get stats, and make changes via API
Pro
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
SQL
Query flag and product data directly via SQL
Session Replay
Watch real user sessions to understand behavior and fix issues
Surveys
Collect product feedback with no-code surveys and customizable targeting
CDP
Ingest, transform, and send data between 145+ tools
Data Warehouse
Query & visualize product and third party data together
Notebooks
Collaborate on analysis in shareable notebooks
Open source
Audit code, contribute to roadmap, and build integrations
Partial

Feature management

Both PostHog and LaunchDarkly offer all the functionality you expect for feature management using feature flags.

LaunchDarkly
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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
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
Multi-environment support
Use the same flag key across PostHog projects for local development or staging
Partial
Flag scheduling
Schedule flags to turn on or off automatically at specified times
Enterprise
Lifecycle management
Display new and old flags
Enterprise
Triggers
Trigger changes based on metrics
Enterprise
Unlimited targeting size
Target contexts of any size
Enterprise
Early access feature opt-in widget
Allow users to opt in or out of specified features with a built-in widget or custom UI

LaunchDarkly’s enterprise plan unlocks advanced workflow features like scheduling, lifecycle management, triggers, and more. PostHog’s API enables you to mimic this functionality if needed, but it isn’t built into the UI yet.

Experimentation

PostHog and LaunchDarkly have relatively similar experimentation feature sets, enabling you to run A/B/n tests with custom goals and calculate if they have a statistically significant impact.

LaunchDarkly
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Monthly free tier
1 million API requests
None, paid add-on
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
Split testing
Split participants into groups
Multivariate (A/B/n) testing
Test multiple variables simultaneously to find optimal combinations
Recommended run time
Automatically calculate the recommended run time and sample size

PostHog automatically calculates a recommended run time based on past data and minimally acceptable improvements. This helps you avoid the peeking problem and end your experiment at the right time.

Run time calculator

Pricing

PostHog and LaunchDarkly take opposing approaches.

LaunchDarkly
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Pricing
Per-request pricing
Based on MAU + seats + add-ons
Free plan
Trial only
Free experiments
Free collaboration

PostHog’s feature flag pricing is pay-per-request (and A/B tests use feature flags). There is a generous free tier of 1M requests per month with all features, add-ons, and integrations available.

PostHog pricing

LaunchDarkly’s pricing is more complicated. It charges by seat starting at $10/seat/month. On top of this, it charges based on "monthly context instances" (MCIs) also known as monthly active users. The pro plan only gets 1,000 frontend MCIs per month. You must upgrade to the $20/seat/month to more than 1,000 MCIs, then pay more beyond 10,000.

LaunchDarkly pricing

As mentioned earlier, many of the security, approval, and workflow features that differentiate them are only available at the opaque "Enterprise" level.

Example scenarios

To give you an idea of what pricing looks like in reality, here are some example situations and their estimated costs for both PostHog and LaunchDarkly.

SeatsMAUsRequestsRequest locationPostHog costLaunchDarkly cost
55,0001,000,000Backend$0$100
1015,0001,000,000Frontend$0$200 + cost of 5000 MAUs
2025,0005,000,000Backend$400$400
3050,00015,000,000Frontend$1,400??? (Enterprise)

Notes:

  • Using backend local evaluation in PostHog lowers the amount of flag usage to depend on the polling duration and active number of servers. If you use flags with one server polling every 30 seconds, this amount is under 1M requests (meaning free).
  • PostHog has volume discounts on flags over 2 million requests per month.

Reporting and analytics

Although LaunchDarkly has basic reporting features, PostHog has a more expansive analytics suite. Visualizations, funnels, retention, SQL querying, and session replays are all integrated with flags and A/B testing data. This enables you to do deeper analysis of their impact and combine them with other product and usage data.

LaunchDarkly
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Analytics
Capture usage and calls related to flags
Graphs & trends
Build custom insights and visualizations
Funnel visualization
Analyze impact of flags on funnels
Retention
User retention related to flags
Breakdowns
Break down analytics by properties
Dashboards
Multiple customizable insights for a flag
Non-flag data
Combine flag data with other product data

Integrations

Both PostHog and LaunchDarkly have a range of integrations that enable them to import, export, enhance, and make use of data.

LaunchDarkly
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Free integrations
Use integrations on the free plan
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
Enterprise
Slack
Alerts and notifications for Slack
Microsoft Teams
Alerts and notifications for Microsoft Teams
Zapier
Trigger Zapier automations
Sentry
Send and receive data from Sentry
Sentry integration
Connect to Sentry data
Two-way
One-way
Edge tools
Use edge networks

LaunchDarkly has more pre-built integrations, but some are only available on higher paid plans, and others replicate functionality built-in to PostHog as standard. These include environments as a service, observability tools, workflow management, and more.

PostHog’s event-based structure enables you to import data from anywhere for use with flags and experiments. The free API enables you to connect, edit, and capture from anywhere, too.

PostHog’s data warehouse is in private beta and will soon make outside data available for use in PostHog.

Security and compliance

Both PostHog and LaunchDarkly enable companies to remain secure and compliant with privacy regulations. Companies can customize the levels of user privacy related to these platforms to their needs.

LaunchDarkly
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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
$10/seat/month or Enterprise
Approvals
Require approvals to change flags
Enterprise
Permissioning
Control who can edit and modify flags
Enterprise
Enterprise

Many of LaunchDarkly’s advanced compliance tools are only available on its enterprise plans. PostHog also features SSO and SAML in its enterprise edition.

Frequently asked questions

Who uses PostHog?

PostHog is built for startups and their engineers. It provides all the tools startups need to build successful products. The people who find PostHog most useful are founders, product engineers, and growth engineers. Companies that use PostHog feature flags and experiments include Y Combinator, Vendasta, and AssemblyAI.

How much does PostHog cost?

Feature flags and experiments are free for up to 1M requests per month. Beyond that, it costs $0.0001/request (or $1 per 10,000 requests). There are discounts for high-volume users, non-profits, and startups. Other products, like product analytics and session replay, have separate but similarly structured pricing.

How much does LaunchDarkly cost?

LaunchDarkly starts at $10 per seat per month. This includes unlimited flags, server-side monthly active users, and 1,000 client-side monthly active users. More client-side monthly active users, also known as monthly context instances, cost more.

Their pro plan doubles the cost to $20 per seat per month. It adds API, unlimited projects, and more integrations. Above that, their enterprise plan requires talking to sales. It includes custom roles, SSO, scheduling, workflows, and more.

Can I migrate from LaunchDarkly?

Yes. See our LaunchDarkly to PostHog migration guide for more.

Does LaunchDarkly or PostHog offer free trials?

LaunchDarkly offers a 14-day free trial, but beyond that, all access and features are paid.

PostHog lets you use all its features for free. Once you upgrade to paid, you get 1M flag requests, 1M events, and 5,000 recordings for free each month. This means if you stay below this, PostHog remains free.

How long does it take to implement PostHog?

Feature flags and experiments are simple. They are a few lines of code in all of your favorite languages. They can even be set up on no-code site builders like Framer or Webflow.

The process requires signing up for PostHog, installing the snippet or SDK in your app, creating the flag in PostHog, and implementing the flag evaluation and relevant logic in your app. In many of the SDKs, we handle important aspects like local evaluation and event capture for you.

Much of the PostHog implementation, like user identification, is reused across products. Because PostHog is an all-in-one platform, analytics capture for targeting and A/B testing doesn’t need setup or connection either.

Want to just try it already?

(Sorry for the shameless CTA.)

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