The best LaunchDarkly alternatives & competitors, compared
Contents
1. PostHog
- Founded: 2020
- Similar to: LaunchDarkly, Statsig
- Typical users: Engineers and product teams
- Typical customers: Mid-size B2Bs and startups


What is PostHog?
PostHog (that's us π) is an open-source platform combining feature flags, experimentation, web and product analytics, session replay, user surveys, and more into one product. This means it's not only an alternative to LaunchDarkly but also tools like Mixpanel, Hotjar, and Sentry.
Typical PostHog users are engineering, growth, and product teams at high-growth startups and scale-ups, particularly B2B companies. They rely on PostHog to provide all the tools they need to understand users, test new features, and gather feedback.
Key features
π© Feature flags: Safely rollout features to percentages and cohorts of users with local evaluation (for faster performance), JSON payloads, and instant rollbacks.
π§ͺ Experimentation: Test multiple variants, primary and secondary metrics, with Bayesian or Frequentist analysis. Automatically calculate test duration, sample size, and statistical significance.
π Product analytics: Funnels, user paths, retention analysis, custom trends, and dynamic user cohorts. Also supports SQL insights for power users.
π¬ Surveys: Target surveys by event or person properties (using flags). Templates for net promoter score (NPS), product-market fit (PMF), and more.
πΊ Session replays: Get a playback of a user's session on your site or mobile app. Includes event timelines, console logs, network activity, and 90-day data retention.
How does PostHog compare to LaunchDarkly?
The core features for feature flags and experimentation are similar between the two. The big difference is that PostHog is free, open-source, and self-serve, while LaunchDarkly has automations.
Features like integrations, API controls, and reusable segments are only available on LaunchDarkly's Pro plan, but are available for free on PostHog.
| PostHog | LaunchDarkly | |
Self-serve Free to try, no mandatory sales calls | β | β |
Feature flags Deploy features safely with targeting and percentage rollouts | β | β |
Advanced targeting Target flags and A/B tests on segments and non-users | β | β |
Local evaluation Use local, cached flag values to increase speed | β | β |
A/B testing Run multivariate tests and see the impact of changes with custom goals and reports | β | β |
Funnel tests Use conversion funnels as goals for your A/B test | β | β |
Statistical approach The models available for statistical analysis of experiments | Bayesian, Frequentist | Bayesian, Frequentist |
Advanced analytics Custom SQL, paths, and retention analysis with flag data and beyond. | β | β |
Major SDKs Pre-built SDKs for JavaScript, Python, iOS, Android, Go, and more | β | β |
API Evaluate and edit flags and A/B tests with an API | β | β |
Automations Trigger flag states based on schedules, triggers | Scheduling only | β |
Imports and exports Import and export data to and from other popular tools | β | β |
Governance Audit log, roles-based access, permissions | β | β |
Open source Audit code, contribute to roadmap, and build integrations | β | SDKs |
How popular is PostHog?
According to BuiltWith, as of July 2025, 4,724 (0.5%) of the top 1 million websites deploy PostHog. This is much more popular than LaunchDarkly's 866, but this doesn't count mobile installs.
Why do companies use PostHog?
According to reviews on G2, companies use PostHog because:
It replaces multiple tools: PostHog can replace LaunchDarkly (feature flags and A/B testing), Mixpanel (analytics), and Userpilot (feedback and surveys), and more. This simplifies workflows and ensures all product is in one place.
Pricing is transparent and scalable: Reviewers appreciate how PostHog's pricing scales as they grow. There's a generous free tier they can use forever. Companies eligible for PostHog for Startups also get $50k in additional free credits.
They need a complete picture of users: PostHog includes every tool necessary to understand users and improve products. This means creating funnels to track conversion, watching replays to see where users get stuck, testing solutions with A/B tests, and gathering feedback with user surveys.
Bottom line
Being free, self-serve, and sharing many of the same features, PostHog is a great alternative to LaunchDarkly. This is especially true for startups and scale-ups looking for all the product and data tools they need in one.
2. Statsig
- Founded: 2021
- Similar to: DevCycle, PostHog
- Typical users: Engineering and DevOps teams
- Typical customers: Engineering-focused B2B companies

What is Statsig?
Statsig provides tools like feature flags, experimentation, and analytics to help companies build better products. Teams use Statsig to take risk out of releases, experiment with new features, and monitor changes.
It also includes a warehouse-native mode to connect directly and utilize your data warehouse, such as Snowflake.
Key features
β³ Feature flags: Take the risk out of releases with targeted feature flag rollouts.
π§ͺ Experimentation: Run product experiments and compute results with their advanced statistical analysis.
π Analytics: Provides a single location for your metrics. Enables users to dive deeper into them with trends, bar charts, and retention analysis.
π Data warehouse: Use Statsig with your existing data in your own warehouse. Generate insights and calculate impact of changes using existing data.
How does Statsig compare to LaunchDarkly?
Statsig focuses a lot on their experimentation product, but they are also much broader than LaunchDarkly thanks to their built-in analytics and warehouse-native mode.
| Statsig | LaunchDarkly | |
Self-serve Free to try, no mandatory sales calls | β | β |
Feature flags Deploy features safely with targeting and percentage rollouts | β |